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Bert Libraries - Page 3

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DPRby facebookresearch

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License: Proprietary (Proprietary)

Dense Passage Retriever - is a set of tools and models for open domain Q&A task.

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            spacy-transformersby explosion

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            🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

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                      detextby linkedin

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                      DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

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                                EDA_NLP_for_Chineseby zhanlaoban

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                                An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。

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                                          PreSummby nlpyang

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                                          code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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                                                    bert-extractive-summarizerby dmmiller612

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                                                    Easy to use extractive text summarization with BERT

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                                                              BERT-NERby kyzhouhzau

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                                                              License: Permissive (MIT)

                                                              Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

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                                                                        hmtlby huggingface

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                                                                        🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

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                                                                                  bert_seq2seqby 920232796

                                                                                  Python dotstar image 1158 dotVersion:Currentdot
                                                                                  License: Permissive (Apache-2.0)

                                                                                  pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

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                                                                                            taggerby glample

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                                                                                            Named Entity Recognition Tool

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                                                                                                      Transformerby SamLynnEvans

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                                                                                                      Transformer seq2seq model, program that can build a language translator from parallel corpus

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                                                                                                                KoBERTby SKTBrain

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                                                                                                                Korean BERT pre-trained cased (KoBERT)

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                                                                                                                          BERT-NERby kamalkraj

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                                                                                                                          License: Strong Copyleft (AGPL-3.0)

                                                                                                                          Pytorch-Named-Entity-Recognition-with-BERT

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                                                                                                                                    shift-ctrl-fby model-zoo

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                                                                                                                                    🔎 Search the information available on a webpage using natural language instead of an exact string match.

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                                                                                                                                              Entity-Relation-Extractionby yuanxiaosc

                                                                                                                                              Python dotstar image 1083 dotVersion:Currentdot
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                                                                                                                                              Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019

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                                                                                                                                                        nlp-in-practiceby kavgan

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                                                                                                                                                        Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

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                                                                                                                                                                  PPLMby uber-research

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                                                                                                                                                                  Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

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                                                                                                                                                                            PyTorchTextby chenyuntc

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                                                                                                                                                                            1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

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                                                                                                                                                                                      T2T-ViTby yitu-opensource

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                                                                                                                                                                                      ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

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                                                                                                                                                                                                contextualized-topic-modelsby MilaNLProc

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                                                                                                                                                                                                A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

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                                                                                                                                                                                                          sentiment-discoveryby NVIDIA

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                                                                                                                                                                                                          Unsupervised Language Modeling at scale for robust sentiment classification

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                                                                                                                                                                                                                    BLINKby facebookresearch

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                                                                                                                                                                                                                    Entity Linker solution

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                                                                                                                                                                                                                              nlpby makcedward

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                                                                                                                                                                                                                              :memo: This repository recorded my NLP journey.

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                                                                                                                                                                                                                                        learn-nlp-with-transformersby datawhalechina

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                                                                                                                                                                                                                                        we want to create a repo to illustrate usage of transformers in chinese

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                                                                                                                                                                                                                                                  CPM-Generateby TsinghuaAI

                                                                                                                                                                                                                                                  Python dotstar image 997 dotVersion:Currentdot
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                                                                                                                                                                                                                                                  Chinese Pre-Trained Language Models (CPM-LM) Version-I

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                                                                                                                                                                                                                                                            this-word-does-not-existby turtlesoupy

                                                                                                                                                                                                                                                            Python dotstar image 992 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            This Word Does Not Exist

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                                                                                                                                                                                                                                                                      GPT2-NewsTitleby liucongg

                                                                                                                                                                                                                                                                      Python dotstar image 963 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                      Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

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                                                                                                                                                                                                                                                                                bert_language_understandingby brightmart

                                                                                                                                                                                                                                                                                Python dotstar image 945 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

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                                                                                                                                                                                                                                                                                          insuranceqa-corpus-zhby chatopera

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                                                                                                                                                                                                                                                                                          :helicopter: 保险行业语料库，聊天机器人

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                                                                                                                                                                                                                                                                                                    rasa_chatbot_cnby GaoQ1

                                                                                                                                                                                                                                                                                                    Python dotstar image 896 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                    building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

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                                                                                                                                                                                                                                                                                                              bertsearchby Hironsan

                                                                                                                                                                                                                                                                                                              Python dotstar image 865 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                              Elasticsearch with BERT for advanced document search.

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                                                                                                                                                                                                                                                                                                                        K-BERTby autoliuweijie

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                                                                                                                                                                                                                                                                                                                        Source code of K-BERT (AAAI2020)

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                                                                                                                                                                                                                                                                                                                                  Transformers4Recby NVIDIA-Merlin

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                                                                                                                                                                                                                                                                                                                                  Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

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                                                                                                                                                                                                                                                                                                                                            formerby pbloem

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 855 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                            Simple transformer implementation from scratch in pytorch.

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                                                                                                                                                                                                                                                                                                                                                      transformer-time-series-predictionby oliverguhr

                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 854 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                      proof of concept for a transformer-based time series prediction model

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                                                                                                                                                                                                                                                                                                                                                                wikipedia2vecby wikipedia2vec

                                                                                                                                                                                                                                                                                                                                                                Python dotstar image 850 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                A tool for learning vector representations of words and entities from Wikipedia

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                                                                                                                                                                                                                                                                                                                                                                          gpt-2-Pytorchby graykode

                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 845 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                          Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

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                                                                                                                                                                                                                                                                                                                                                                                    TextMatchby MachineLP

                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 824 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                    no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                    QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）

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                                                                                                                                                                                                                                                                                                                                                                                              sempreby percyliang

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                                                                                                                                                                                                                                                                                                                                                                                              Semantic Parser with Execution

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                                                                                                                                                                                                                                                                                                                                                                                                        ccks_baidu_entity_linkby panchunguang

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 808 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        ccks baidu entity link 实体链接 第一名

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                                                                                                                                                                                                                                                                                                                                                                                                                  DeepNERby z814081807

                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 807 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                  天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

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                                                                                                                                                                                                                                                                                                                                                                                                                            Chinese-NLP-Corpusby OYE93

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 805 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            Collections of Chinese NLP corpus

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                                                                                                                                                                                                                                                                                                                                                                                                                                      Chatitoby rodrigopivi

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                                                                                                                                                                                                                                                                                                                                                                                                                                      🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

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                                                                                                                                                                                                                                                                                                                                                                                                                                                NLP-Tutorialsby MorvanZhou

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          gectorby grammarly

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Bert-Multi-Label-Text-Classificationby lonePatient

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 769 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Parrot_Paraphraserby PrithivirajDamodaran

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 765 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        simbertby ZhuiyiTechnology

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 746 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        a bert for retrieval and generation

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CLUEPretrainedModelsby CLUEbenchmark

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Python dotstar image 745 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            multiwozby budzianowski

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 730 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DPRby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1270dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                spacy-transformersby explosion
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1243dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          detextby linkedin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 1239dotUpdated: 2 y agodot License: Permissive (BSD-2-Clause)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    EDA_NLP_for_Chineseby zhanlaoban
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    An implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 1227dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              PreSummby nlpyang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              code for EMNLP 2019 paper Text Summarization with Pretrained Encoders
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1226dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        bert-extractive-summarizerby dmmiller612
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Easy to use extractive text summarization with BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 1206dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  BERT-NERby kyzhouhzau
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1176dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            hmtlby huggingface
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 1169dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      bert_seq2seqby 920232796
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1158dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                taggerby glample
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Named Entity Recognition Tool
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1144dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Transformerby SamLynnEvans
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Transformer seq2seq model, program that can build a language translator from parallel corpus
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 1123dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    KoBERTby SKTBrain
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Korean BERT pre-trained cased (KoBERT)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 1115dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              BERT-NERby kamalkraj
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pytorch-Named-Entity-Recognition-with-BERT
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1106dotUpdated: 2 y agodot License: Strong Copyleft (AGPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        shift-ctrl-fby model-zoo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        🔎 Search the information available on a webpage using natural language instead of an exact string match.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        JavaScriptdotstar image 1103dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Entity-Relation-Extractionby yuanxiaosc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取，2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1083dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            nlp-in-practiceby kavgan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 1059dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      PPLMby uber-research
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 1058dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PyTorchTextby chenyuntc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 1055dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          T2T-ViTby yitu-opensource
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    contextualized-topic-modelsby MilaNLProc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 1053dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              sentiment-discoveryby NVIDIA
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Unsupervised Language Modeling at scale for robust sentiment classification
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 1047dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        BLINKby facebookresearch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Entity Linker solution
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 1046dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  nlpby makcedward
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  :memo: This repository recorded my NLP journey.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 1043dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            learn-nlp-with-transformersby datawhalechina
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            we want to create a repo to illustrate usage of transformers in chinese
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Shelldotstar image 1017dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      CPM-Generateby TsinghuaAI
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Chinese Pre-Trained Language Models (CPM-LM) Version-I
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 997dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                this-word-does-not-existby turtlesoupy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                This Word Does Not Exist
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 992dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          GPT2-NewsTitleby liucongg
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 963dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    bert_language_understandingby brightmart
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 945dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              insuranceqa-corpus-zhby chatopera
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              :helicopter: 保险行业语料库，聊天机器人
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 928dotUpdated: 2 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        rasa_chatbot_cnby GaoQ1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 896dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  bertsearchby Hironsan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Elasticsearch with BERT for advanced document search.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 865dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            K-BERTby autoliuweijie
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Source code of K-BERT (AAAI2020)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 863dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Transformers4Recby NVIDIA-Merlin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 856dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                formerby pbloem
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Simple transformer implementation from scratch in pytorch.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 855dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          transformer-time-series-predictionby oliverguhr
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          proof of concept for a transformer-based time series prediction model
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 854dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    wikipedia2vecby wikipedia2vec
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    A tool for learning vector representations of words and entities from Wikipedia
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 850dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              gpt-2-Pytorchby graykode
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 845dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TextMatchby MachineLP
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索（bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….）
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 824dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  sempreby percyliang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Semantic Parser with Execution
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Javadotstar image 817dotUpdated: 2 y agodot License: Proprietary (Proprietary)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ccks_baidu_entity_linkby panchunguang
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            ccks baidu entity link 实体链接 第一名
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 808dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      DeepNERby z814081807
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 807dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Chinese-NLP-Corpusby OYE93
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Collections of Chinese NLP corpus
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 805dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Chatitoby rodrigopivi
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          TypeScriptdotstar image 805dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    NLP-Tutorialsby MorvanZhou
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              gectorby grammarly
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 787dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Bert-Multi-Label-Text-Classificationby lonePatient
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 769dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Parrot_Paraphraserby PrithivirajDamodaran
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 765dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            simbertby ZhuiyiTechnology
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            a bert for retrieval and generation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 746dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      CLUEPretrainedModelsby CLUEbenchmark
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      高质量中文预训练模型集合：最先进大模型、最快小模型、相似度专门模型
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 745dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                multiwozby budzianowski
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 730dotUpdated: 2 y agodot License: Permissive (MIT)
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