A better tensorflow implementation of deepinsight, aiming at smoothly production ready for cross-platforms. Currently only with inference, training code later.
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Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data
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lightning-text-classificationby ricardorei
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192 Version:Current
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License: No License (No License)Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.
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Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
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Getting-Started-with-Google-BERTby sudharsan13296
Jupyter Notebook 190 Version:Current License: No License (No License)
License: No License (No License)Build and train state-of-the-art natural language processing models using BERT
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Tutorial to train fastText with Japanese corpus
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Code and data for inducing domain-specific sentiment lexicons.
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Deep-Semantic-Similarity-Model-PyTorchby nishnik
Python 189 Version:Current License: Permissive (MIT)
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
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Text vectorization tool to outperform TFIDF for classification tasks
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Contextual augmentation, a text data augmentation using a bidirectional language model.
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A Dataset for Multi-Turn Dialogue Reasoning
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Deep Learning based NLP modeling for Russian language
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Code for the TriviaQA reading comprehension dataset
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ALBERT model Pretraining and Fine Tuning using TF2.0
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This repository contains various ways to calculate sentence vector similarity using NLP models
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PKD-for-BERT-Model-Compressionby intersun
Python 184 Version:Current License: No License (No License)
License: No License (No License)pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
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Exploring Random Encoders for Sentence Classification
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Getting-Started-with-Google-BERTby PacktPublishing
Jupyter Notebook 184 Version:Current License: Permissive (MIT)
Getting Started with Google BERT, published by Packt
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ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP
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One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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An Efficient Chinese Text Classifier
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a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
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Starter code for Stanford CS224n default final project on SQuAD 2.0
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Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"
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Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
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code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"
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Named Entity Recognition with BERT using TensorFlow 2.0
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Feel free to fine tune large BERT models with Multi-GPU and FP16 support.
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Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019
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BERT for Finance : UC Berkeley MIDS w266 Final Project
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2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)
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Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
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Code for prefix beam search tutorial by @labodk
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中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Chinese sentiment analysis library, which supports counting the number of different emotional words in the text
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Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].
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NMT for chinese-english using fairseq
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implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
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利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据
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Distributed representations of words and named entities trained on Wikipedia.
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1st Place Solution for TianChi-Industry4.0-Competition
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C++ model train&inference framework
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Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)
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A Chinese EHR Bert Pretrained Model.
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Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
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A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
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question answering, reading comprehension toolkit
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Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
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Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)
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tf-insightfaceby AIInAi
A better tensorflow implementation of deepinsight, aiming at smoothly production ready for cross-platforms. Currently only with inference, training code later.
Python 194Updated: 4 y ago License: Permissive (MIT)
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NER-BERT-CRFby Louis-udm
Python 193Updated: 2 y ago License: Permissive (MIT)
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fairseq-gecby yuantiku
Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data
Python 193Updated: 4 y ago License: Proprietary (Proprietary)
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lightning-text-classificationby ricardorei
Minimalist implementation of a BERT Sentence Classifier with PyTorch Lightning, Transformers and PyTorch-NLP.
Python 192Updated: 2 y ago License: No License (No License)
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factCCby salesforce
Resources for the "Evaluating the Factual Consistency of Abstractive Text Summarization" paper
Python 190Updated: 2 y ago License: Permissive (BSD-3-Clause)
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Getting-Started-with-Google-BERTby sudharsan13296
Build and train state-of-the-art natural language processing models using BERT
Jupyter Notebook 190Updated: 2 y ago License: No License (No License)
190Updated: 2 y ago License: No License (No License)Support
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fastTextJapaneseTutorialby icoxfog417
Tutorial to train fastText with Japanese corpus
Python 189Updated: 4 y ago License: Permissive (MIT)
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socialsentby williamleif
Code and data for inducing domain-specific sentiment lexicons.
Python 189Updated: 2 y ago License: Permissive (Apache-2.0)
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Deep-Semantic-Similarity-Model-PyTorchby nishnik
My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.
Python 189Updated: 4 y ago License: Permissive (MIT)
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textvecby textvec
Text vectorization tool to outperform TFIDF for classification tasks
Python 188Updated: 2 y ago License: Permissive (MIT)
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contextual_augmentationby pfnet-research
Contextual augmentation, a text data augmentation using a bidirectional language model.
Python 187Updated: 2 y ago License: Permissive (MIT)
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pytorch_pretrained_BERTby Meelfy
Python 186Updated: 2 y ago License: Permissive (Apache-2.0)
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MuTualby Nealcly
A Dataset for Multi-Turn Dialogue Reasoning
Python 186Updated: 4 y ago License: No License (No License)
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slovnetby natasha
Deep Learning based NLP modeling for Russian language
Python 186Updated: 2 y ago License: Permissive (MIT)
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triviaqaby mandarjoshi90
Code for the TriviaQA reading comprehension dataset
Python 186Updated: 4 y ago License: Permissive (Apache-2.0)
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ALBERT-TF2.0by kamalkraj
ALBERT model Pretraining and Fine Tuning using TF2.0
Python 185Updated: 4 y ago License: Permissive (Apache-2.0)
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sentence-similarityby Huffon
This repository contains various ways to calculate sentence vector similarity using NLP models
Python 185Updated: 4 y ago License: No License (No License)
185Updated: 4 y ago License: No License (No License)Support
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PKD-for-BERT-Model-Compressionby intersun
pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
Python 184Updated: 2 y ago License: No License (No License)
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randsentby facebookresearch
Exploring Random Encoders for Sentence Classification
Python 184Updated: 4 y ago License: Proprietary (Proprietary)
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Getting-Started-with-Google-BERTby PacktPublishing
Getting Started with Google BERT, published by Packt
Jupyter Notebook 184Updated: 2 y ago License: Permissive (MIT)
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thai2fitby cstorm125
ULMFit Language Modeling, Text Feature Extraction and Text Classification in Thai Language. Created as part of pyThaiNLP
Jupyter Notebook 184Updated: 2 y ago License: Permissive (MIT)
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embedding-as-serviceby amansrivastava17
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Python 181Updated: 2 y ago License: Permissive (MIT)
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THUCTCby thunlp
An Efficient Chinese Text Classifier
Java 181Updated: 4 y ago License: Permissive (MIT)
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CX_DB8by Hellisotherpeople
a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
Python 180Updated: 3 y ago License: Strong Copyleft (GPL-3.0)
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squadby chrischute
Starter code for Stanford CS224n default final project on SQuAD 2.0
Python 179Updated: 2 y ago License: Permissive (MIT)
179Updated: 2 y ago License: Permissive (MIT)Support
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swagafby rowanz
Repository for paper "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"
Python 178Updated: 2 y ago License: Permissive (MIT)
178Updated: 2 y ago License: Permissive (MIT)Support
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R-transformerby DSE-MSU
Pytorch implementation of R-Transformer. Some parts of the code are adapted from the implementation of TCN and Transformer.
Python 177Updated: 4 y ago License: No License (No License)
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domain-adapted-atscby deepopinion
code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"
Python 177Updated: 2 y ago License: Permissive (MIT)
177Updated: 2 y ago License: Permissive (MIT)Support
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BERT-NER-TFby kamalkraj
Named Entity Recognition with BERT using TensorFlow 2.0
Python 177Updated: 4 y ago License: Permissive (Apache-2.0)
177Updated: 4 y ago License: Permissive (Apache-2.0)Support
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bert-multi-gpuby HaoyuHu
Feel free to fine tune large BERT models with Multi-GPU and FP16 support.
Python 176Updated: 4 y ago License: Permissive (Apache-2.0)
176Updated: 4 y ago License: Permissive (Apache-2.0)Support
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hiersummby nlpyang
Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019
Python 176Updated: 4 y ago License: Permissive (Apache-2.0)
176Updated: 4 y ago License: Permissive (Apache-2.0)Support
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FinBERTby psnonis
BERT for Finance : UC Berkeley MIDS w266 Final Project
C++ 176Updated: 2 y ago License: No License (No License)
176Updated: 2 y ago License: No License (No License)Support
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2017-CCF-BDCI-AIJudgeby ShawnyXiao
2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)
Jupyter Notebook 176Updated: 4 y ago License: Permissive (MIT)
176Updated: 4 y ago License: Permissive (MIT)Support
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ernieby labteral
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
Python 175Updated: 4 y ago License: Permissive (Apache-2.0)
175Updated: 4 y ago License: Permissive (Apache-2.0)Support
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prefix-beam-searchby corticph
Code for prefix beam search tutorial by @labodk
Python 173Updated: 2 y ago License: No License (No License)
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cnsentiby hidadeng
中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Chinese sentiment analysis library, which supports counting the number of different emotional words in the text
Python 173Updated: 4 y ago License: Permissive (MIT)
173Updated: 4 y ago License: Permissive (MIT)Support
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NeuralCodeSumby wasiahmad
Official implementation of our work, A Transformer-based Approach for Source Code Summarization [ACL 2020].
Python 172Updated: 2 y ago License: Permissive (MIT)
172Updated: 2 y ago License: Permissive (MIT)Support
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fairseq-zh-enby twairball
NMT for chinese-english using fairseq
Jupyter Notebook 171Updated: 4 y ago License: No License (No License)
171Updated: 4 y ago License: No License (No License)Support
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deep_text_matchingby wangle1218
implementation several deep text match (text similarly) models for keras . cdssm, arc-ii,match_pyramid, mvlstm ,esim, drcn ,bimpm, bert, albert, raberta
Python 169Updated: 4 y ago License: No License (No License)
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bert_textMatchingby pengming617
利用预训练的中文模型实现基于bert的语义匹配模型 数据集为LCQMC官方数据
Python 169Updated: 4 y ago License: No License (No License)
169Updated: 4 y ago License: No License (No License)Support
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WikiEntVecby singletongue
Distributed representations of words and named entities trained on Wikipedia.
Python 169Updated: 2 y ago License: Permissive (MIT)
169Updated: 2 y ago License: Permissive (MIT)Support
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TianChi-Industry4.0-Competitionby wepe
1st Place Solution for TianChi-Industry4.0-Competition
Python 169Updated: 4 y ago License: No License (No License)
169Updated: 4 y ago License: No License (No License)Support
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radishby LieluoboAi
C++ model train&inference framework
C++ 169Updated: 4 y ago License: Permissive (Apache-2.0)
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denspiby uwnlp
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)
Python 168Updated: 4 y ago License: Permissive (Apache-2.0)
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ChineseEHRBertby GanjinZero
A Chinese EHR Bert Pretrained Model.
Python 168Updated: 4 y ago License: No License (No License)
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glyphby zhangxiangxiao
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?
Shell 167Updated: 2 y ago License: Permissive (BSD-3-Clause)
167Updated: 2 y ago License: Permissive (BSD-3-Clause)Support
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electra-pytorchby lucidrains
A simple and working implementation of Electra, the fastest way to pretrain language models from scratch, in Pytorch
Python 166Updated: 2 y ago License: Permissive (MIT)
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RCZooby lixinsu
question answering, reading comprehension toolkit
Python 166Updated: 4 y ago License: Permissive (MIT)
166Updated: 4 y ago License: Permissive (MIT)Support
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bert-event-extractionby nlpcl-lab
Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus
Python 165Updated: 4 y ago License: Permissive (MIT)
165Updated: 4 y ago License: Permissive (MIT)Support
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Mutual-Channel-Lossby PRIS-CV
Code release for The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification (TIP 2020)
Python 164Updated: 4 y ago License: Permissive (MIT)
164Updated: 4 y ago License: Permissive (MIT)Support
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