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pytorch-bert-crf-nerby eagle705
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432 Version:Current License: Permissive (Apache-2.0)
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
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BERT models for Japanese text.
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一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于0.1
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bert-multitask-learningby JayYip
Jupyter Notebook 426 Version:Current License: Permissive (Apache-2.0)
BERT for Multitask Learning
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BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
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CCF-BDCI-Sentiment-Analysis-Baselineby guoday
Python 421 Version:Current License: Permissive (Apache-2.0)
The code for CCF-BDCI-Sentiment-Analysis-Baseline
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A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
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BERT for Coreference Resolution
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This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).
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TextCNN Pytorch实现 中文文本分类 情感分析
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天池 疫情相似句对判定大赛 线上第一名方案
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An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf
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Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
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DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
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NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。
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An collection of Chinese nlp corpus including basic Chinese syntatic wordset, semantic wordset, historic corpus and evaluate corpus. 中文自然语言处理的语料集合，包括语义词、领域共时、历时语料库、评测语料库等。
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Keywords to Sentences
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PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
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:horse_racing: 聊天机器人，自然语言理解，语义理解
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Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
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Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
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code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503
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API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
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Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
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EsViT: Efficient self-supervised Vision Transformers
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Source code of Graph-Bert
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SQuAD Question Answering Using BERT, PyTorch
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node-question-answeringby huggingface
TypeScript 370 Version:Current License: Permissive (Apache-2.0)
Fast and production-ready question answering in Node.js
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Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
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ChineseNER based on BERT, with BiLSTM+CRF layer
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pytorch中文语言模型预训练
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Running BERT without Padding
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❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
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Abstractive-Summarization-With-Transfer-Learningby santhoshkolloju
Python 360 Version:Current
License: No License (No License)
License: No License (No License)Abstractive summarisation using Bert as encoder and Transformer Decoder
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Turkish BERT/DistilBERT, ELECTRA and ConvBERT models
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A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.
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MRC_Competition_Dureaderby basketballandlearn
Python 358 Version:Current License: No License (No License)
License: No License (No License)中文机器阅读理解 冠军/亚军代码及预训练的MRC模型
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Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations
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A tool that AI automatically recommends commit messages.
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BERT-NER (nert-bert) with google bert https://github.com/google-research.
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SPECTER: Document-level Representation Learning using Citation-informed Transformers
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TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
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End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
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EmpatheticDialoguesby facebookresearch
Python 351 Version:Current License: Proprietary (Proprietary)
Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.
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The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
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A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)
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Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)
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pytorch-bert-crf-nerby eagle705
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
Jupyter Notebook 432Updated: 2 y ago License: Permissive (Apache-2.0)
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bert-japaneseby cl-tohoku
BERT models for Japanese text.
Python 429Updated: 2 y ago License: Permissive (Apache-2.0)
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byt5by google-research
Python 429Updated: 2 y ago License: Permissive (Apache-2.0)
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TensorflowASRby Z-yq
一个执着于让CPU\端侧-Model逼近GPU-Model性能的项目，CPU上的实时率(RTF)小于0.1
Python 428Updated: 2 y ago License: Permissive (Apache-2.0)
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bert-multitask-learningby JayYip
BERT for Multitask Learning
Jupyter Notebook 426Updated: 3 y ago License: Permissive (Apache-2.0)
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BiMPMby zhiguowang
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
Python 426Updated: 4 y ago License: Permissive (Apache-2.0)
426Updated: 4 y ago License: Permissive (Apache-2.0)Support
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CCF-BDCI-Sentiment-Analysis-Baselineby guoday
The code for CCF-BDCI-Sentiment-Analysis-Baseline
Python 421Updated: 2 y ago License: Permissive (Apache-2.0)
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happy-transformerby EricFillion
A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
Python 421Updated: 2 y ago License: Permissive (Apache-2.0)
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corefby mandarjoshi90
BERT for Coreference Resolution
Python 413Updated: 2 y ago License: Permissive (Apache-2.0)
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TaBERTby facebookresearch
This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).
Python 413Updated: 4 y ago License: Proprietary (Proprietary)
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chinese_text_cnnby bigboNed3
TextCNN Pytorch实现 中文文本分类 情感分析
Python 408Updated: 2 y ago License: No License (No License)
408Updated: 2 y ago License: No License (No License)Support
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epidemic-sentence-pairby zzy99
天池 疫情相似句对判定大赛 线上第一名方案
Python 408Updated: 2 y ago License: No License (No License)
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fastseqby microsoft
An efficient implementation of the popular sequence models for text generation, summarization, and translation tasks. https://arxiv.org/pdf/2106.04718.pdf
Python 408Updated: 2 y ago License: Permissive (MIT)
408Updated: 2 y ago License: Permissive (MIT)Support
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BertSimilarityby Brokenwind
Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
Python 407Updated: 2 y ago License: No License (No License)
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DNABERTby jerryji1993
DNABERT: pre-trained Bidirectional Encoder Representations from Transformers model for DNA-language in genome
Python 406Updated: 2 y ago License: No License (No License)
406Updated: 2 y ago License: No License (No License)Support
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nlp-notebookby jasoncao11
NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。
Python 405Updated: 2 y ago License: Permissive (MIT)
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ChineseNLPCorpusby liuhuanyong
An collection of Chinese nlp corpus including basic Chinese syntatic wordset, semantic wordset, historic corpus and evaluate corpus. 中文自然语言处理的语料集合，包括语义词、领域共时、历时语料库、评测语料库等。
Python 393Updated: 4 y ago License: No License (No License)
393Updated: 4 y ago License: No License (No License)Support
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keytotextby gagan3012
Keywords to Sentences
Jupyter Notebook 392Updated: 2 y ago License: Permissive (MIT)
392Updated: 2 y ago License: Permissive (MIT)Support
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NER-BERT-pytorchby lemonhu
PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.
Python 389Updated: 2 y ago License: Permissive (MIT)
389Updated: 2 y ago License: Permissive (MIT)Support
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clauseby chatopera
:horse_racing: 聊天机器人，自然语言理解，语义理解
C++ 387Updated: 2 y ago License: Proprietary (Proprietary)
387Updated: 2 y ago License: Proprietary (Proprietary)Support
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trade-dstby jasonwu0731
Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
Python 385Updated: 2 y ago License: No License (No License)
385Updated: 2 y ago License: No License (No License)Support
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finetune-gpt2xlby Xirider
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
Python 381Updated: 2 y ago License: Permissive (MIT)
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se3-transformer-publicby FabianFuchsML
code for the SE3 Transformers paper: https://arxiv.org/abs/2006.10503
Python 380Updated: 2 y ago License: No License (No License)
380Updated: 2 y ago License: No License (No License)Support
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ArticutAPIby Droidtown
API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。
Python 379Updated: 2 y ago License: Permissive (MIT)
379Updated: 2 y ago License: Permissive (MIT)Support
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TransformerSumby HHousen
Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.
Python 379Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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esvitby microsoft
EsViT: Efficient self-supervised Vision Transformers
Python 379Updated: 2 y ago License: Permissive (MIT)
379Updated: 2 y ago License: Permissive (MIT)Support
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Graph-Bertby jwzhanggy
Source code of Graph-Bert
Python 377Updated: 2 y ago License: No License (No License)
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adapter-bertby google-research
Python 372Updated: 2 y ago License: Permissive (Apache-2.0)
372Updated: 2 y ago License: Permissive (Apache-2.0)Support
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BERT-SQuADby kamalkraj
SQuAD Question Answering Using BERT, PyTorch
Python 371Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)
371Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)Support
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node-question-answeringby huggingface
Fast and production-ready question answering in Node.js
TypeScript 370Updated: 3 y ago License: Permissive (Apache-2.0)
370Updated: 3 y ago License: Permissive (Apache-2.0)Support
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SIFRank_zhby sunyilgdx
Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）
Python 369Updated: 2 y ago License: No License (No License)
369Updated: 2 y ago License: No License (No License)Support
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bertNERby yumath
ChineseNER based on BERT, with BiLSTM+CRF layer
Python 368Updated: 2 y ago License: No License (No License)
368Updated: 2 y ago License: No License (No License)Support
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pytorch_chinese_lm_pretrainby zhusleep
pytorch中文语言模型预训练
Python 367Updated: 2 y ago License: No License (No License)
367Updated: 2 y ago License: No License (No License)Support
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Medical-Dialogue-Systemby UCSD-AI4H
Python 367Updated: 2 y ago License: No License (No License)
367Updated: 2 y ago License: No License (No License)Support
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effective_transformerby bytedance
Running BERT without Padding
C++ 367Updated: 2 y ago License: Permissive (Apache-2.0)
367Updated: 2 y ago License: Permissive (Apache-2.0)Support
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efaqa-corpus-zhby chatopera
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
Python 364Updated: 2 y ago License: Proprietary (Proprietary)
364Updated: 2 y ago License: Proprietary (Proprietary)Support
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Abstractive-Summarization-With-Transfer-Learningby santhoshkolloju
Abstractive summarisation using Bert as encoder and Transformer Decoder
Python 360Updated: 4 y ago License: No License (No License)
360Updated: 4 y ago License: No License (No License)Support
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turkish-bertby stefan-it
Turkish BERT/DistilBERT, ELECTRA and ConvBERT models
Python 359Updated: 2 y ago License: No License (No License)
359Updated: 2 y ago License: No License (No License)Support
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CLUENER2020by hemingkx
A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.
Python 358Updated: 2 y ago License: No License (No License)
358Updated: 2 y ago License: No License (No License)Support
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MRC_Competition_Dureaderby basketballandlearn
中文机器阅读理解 冠军/亚军代码及预训练的MRC模型
Python 358Updated: 3 y ago License: No License (No License)
358Updated: 3 y ago License: No License (No License)Support
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glyceby ShannonAI
Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations
Python 354Updated: 3 y ago License: Permissive (Apache-2.0)
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commit-autosuggestionsby graykode
A tool that AI automatically recommends commit messages.
Python 354Updated: 2 y ago License: Proprietary (Proprietary)
354Updated: 2 y ago License: Proprietary (Proprietary)Support
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ner-bertby sberbank-ai
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Jupyter Notebook 354Updated: 3 y ago License: Permissive (MIT)
354Updated: 3 y ago License: Permissive (MIT)Support
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specterby allenai
SPECTER: Document-level Representation Learning using Citation-informed Transformers
Python 353Updated: 2 y ago License: Permissive (Apache-2.0)
353Updated: 2 y ago License: Permissive (Apache-2.0)Support
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BERT-flowby bohanli
TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
Python 353Updated: 4 y ago License: Permissive (Apache-2.0)
353Updated: 4 y ago License: Permissive (Apache-2.0)Support
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AzureML-BERTby microsoft
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
Jupyter Notebook 352Updated: 3 y ago License: Permissive (MIT)
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EmpatheticDialoguesby facebookresearch
Dialogue model that produces empathetic responses when trained on the EmpatheticDialogues dataset.
Python 351Updated: 2 y ago License: Proprietary (Proprietary)
351Updated: 2 y ago License: Proprietary (Proprietary)Support
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DeCLUTRby JohnGiorgi
The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
Python 351Updated: 2 y ago License: Permissive (Apache-2.0)
351Updated: 2 y ago License: Permissive (Apache-2.0)Support
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cmrc2018by ymcui
A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)
Python 351Updated: 2 y ago License: Strong Copyleft (CC-BY-SA-4.0)
351Updated: 2 y ago License: Strong Copyleft (CC-BY-SA-4.0)Support
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BERT-E2E-ABSAby lixin4ever
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)
Python 349Updated: 2 y ago License: Permissive (Apache-2.0)
349Updated: 2 y ago License: Permissive (Apache-2.0)Support
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