UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language
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对收集的法律文档进行一系列分析，包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等（试验目前基于婚姻类案件，可扩展至其它领域）。
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Pretrained BERT model for analysing COVID-19 Twitter data
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A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
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Bert finetune for CMRC2018, CJRC, DRCD, CHID, C3
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nlp-text-emotionby lukasgarbas
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License: No License (No License)Multi-class sentiment analysis lstm, finetuned bert
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This repo collects and re-produces models related to domains of question answering and machine reading comprehension
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Chinese Sentiment Analysis 中文文本情感分析
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Build Text Rerankers with Deep Language Models
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Code for Paper: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models
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Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension
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Emotional-Support-Conversationby thu-coai
Python 142 Version:Current License: No License (No License)
License: No License (No License)Data and codes for ACL 2021 paper: Towards Emotional Support Dialog Systems
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Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别
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Multilingual-text-emotion-analysis-based-on-BERTby chengkangck
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CCF-BDCI-Automotive-Field-ASC-2018by nlpjoe
Jupyter Notebook 141 Version:Current License: No License (No License)
License: No License (No License)CCF-BDCI 2018年汽车行业用户观点主题及情感识别挑战赛 第6名解决方案
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BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
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An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity
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Javascript implementation of BERT serialization (Binary ERlang Term).
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personality-prediction-from-textby jcl132
Jupyter Notebook 140 Version:Current License: No License (No License)
License: No License (No License)Predict Big 5 personality traits from text
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Python 139 Version:Current License: Permissive (MIT)
AI Challenger 2018 Sentiment Analysis Baseline with fastText
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基于BERT的中文序列标注
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export bert model for serving
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使用BERT模型做文本分类；面向工业用途
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基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型
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"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) - code for EMNLP'15 paper
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NLPGym - A toolkit to develop RL agents to solve NLP tasks.
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Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"
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Bert-Pytorch-Chinese-TextClassificationby xieyufei1993
Python 138 Version:Current License: No License (No License)
License: No License (No License)Pytorch Bert Finetune in Chinese Text Classification
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bert for chinese text classification
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Arabic Open Domain Question Answering System using Neural Reading Comprehension
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Fuzzy matching and more functionality for spaCy.
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TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
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DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
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Character-based word embeddings model based on RNN for handling real world texts
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nested-ner-tacl2020-transformersby yahshibu
Python 136 Version:Current License: Strong Copyleft (GPL-3.0)
Implementation of Nested Named Entity Recognition using BERT
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Lightning Fast Language Prediction 🚀
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DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
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T5-Finetuning-PyTorchby Shivanandroy
Jupyter Notebook 135 Version:Current License: No License (No License)
License: No License (No License)Fine tune a T5 transformer model using PyTorch & Transformers🤗
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the demo for bert
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rethinking_performance_estimation_in_NASby zhengxiawu
Python 133 Version:Current License: No License (No License)
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Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.
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Code and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"
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X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
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Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.
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Code and Data for EMNLP2020 Paper "KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation"
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A Dutch RoBERTa-based language model
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Compact high quality word embeddings for Russian language
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An example for applying FusionNet to Natural Language Inference
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Python library & examples for Masked Language Model Scoring (ACL 2020)
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ua-gecby grammarly
UA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language
Python 145Updated: 4 y ago License: Permissive (CC-BY-4.0)
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ParseLawDocumentsby FanhuaandLuomu
对收集的法律文档进行一系列分析，包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等（试验目前基于婚姻类案件，可扩展至其它领域）。
Python 144Updated: 4 y ago License: No License (No License)
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covid-twitter-bertby digitalepidemiologylab
Pretrained BERT model for analysing COVID-19 Twitter data
Python 144Updated: 3 y ago License: Permissive (MIT)
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MAMS-for-ABSAby siat-nlp
A Multi-Aspect Multi-Sentiment Dataset for aspect-based sentiment analysis.
Python 144Updated: 4 y ago License: Permissive (Apache-2.0)
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bert_cn_finetuneby ewrfcas
Bert finetune for CMRC2018, CJRC, DRCD, CHID, C3
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nlp-text-emotionby lukasgarbas
Multi-class sentiment analysis lstm, finetuned bert
Jupyter Notebook 144Updated: 2 y ago License: No License (No License)
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Question_Answering_Modelsby l11x0m7
This repo collects and re-produces models related to domains of question answering and machine reading comprehension
Python 143Updated: 4 y ago License: Permissive (MIT)
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bixinby bung87
Chinese Sentiment Analysis 中文文本情感分析
Python 143Updated: 2 y ago License: No License (No License)
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Rerankerby luyug
Build Text Rerankers with Deep Language Models
Python 143Updated: 2 y ago License: Proprietary (Proprietary)
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SBERT-WK-Sentence-Embeddingby BinWang28
Code for Paper: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models
Python 142Updated: 4 y ago License: Permissive (Apache-2.0)
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c3by nlpdata
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension
Python 142Updated: 2 y ago License: Proprietary (Proprietary)
142Updated: 2 y ago License: Proprietary (Proprietary)Support
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Emotional-Support-Conversationby thu-coai
Data and codes for ACL 2021 paper: Towards Emotional Support Dialog Systems
Python 142Updated: 2 y ago License: No License (No License)
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Bert_Chinese_Ner_pytorchby circlePi
Named Recognition Entity based on BERT and CRF 基于BERT+CRF的中文命名实体识别
Python 141Updated: 4 y ago License: No License (No License)
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Multilingual-text-emotion-analysis-based-on-BERTby chengkangck
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CCF-BDCI-Automotive-Field-ASC-2018by nlpjoe
CCF-BDCI 2018年汽车行业用户观点主题及情感识别挑战赛 第6名解决方案
Jupyter Notebook 141Updated: 4 y ago License: No License (No License)
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BONDby cliang1453
BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision
Python 140Updated: 4 y ago License: Permissive (Apache-2.0)
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NER-Evaluationby davidsbatista
An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the tokens that are part of the named-entity
Python 140Updated: 4 y ago License: Permissive (MIT)
140Updated: 4 y ago License: Permissive (MIT)Support
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BERT-JSby rustyio
Javascript implementation of BERT serialization (Binary ERlang Term).
JavaScript 140Updated: 4 y ago License: Permissive (MIT)
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p
personality-prediction-from-textby jcl132
Predict Big 5 personality traits from text
Jupyter Notebook 140Updated: 2 y ago License: No License (No License)
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fastText-for-AI-Challenger-Sentiment-Analysisby panyang
AI Challenger 2018 Sentiment Analysis Baseline with fastText
Python 139Updated: 4 y ago License: Permissive (MIT)
139Updated: 4 y ago License: Permissive (MIT)Support
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bert-sequence-taggingby zhpmatrix
基于BERT的中文序列标注
Python 139Updated: 4 y ago License: No License (No License)
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bert_servingby bigboNed3
export bert model for serving
Python 139Updated: 4 y ago License: Permissive (Apache-2.0)
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TextClassify_with_BERTby yaleimeng
使用BERT模型做文本分类；面向工业用途
Python 139Updated: 4 y ago License: No License (No License)
139Updated: 4 y ago License: No License (No License)Support
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ChineseNERby yanwii
基于Bi-GRU + CRF 的中文机构名、人名识别, 支持google bert模型
Python 139Updated: 4 y ago License: No License (No License)
139Updated: 4 y ago License: No License (No License)Support
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BREDSby davidsbatista
"Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) - code for EMNLP'15 paper
Python 139Updated: 2 y ago License: Weak Copyleft (LGPL-3.0)
139Updated: 2 y ago License: Weak Copyleft (LGPL-3.0)Support
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nlp-gymby rajcscw
NLPGym - A toolkit to develop RL agents to solve NLP tasks.
Python 139Updated: 2 y ago License: Permissive (MIT)
139Updated: 2 y ago License: Permissive (MIT)Support
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SIGIR19-BERT-IRby AdeDZY
Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"
Python 138Updated: 4 y ago License: Permissive (BSD-3-Clause)
138Updated: 4 y ago License: Permissive (BSD-3-Clause)Support
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Bert-Pytorch-Chinese-TextClassificationby xieyufei1993
Pytorch Bert Finetune in Chinese Text Classification
Python 138Updated: 4 y ago License: No License (No License)
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bert_chinese_pytorchby real-brilliant
bert for chinese text classification
Python 137Updated: 4 y ago License: No License (No License)
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SOQALby husseinmozannar
Arabic Open Domain Question Answering System using Neural Reading Comprehension
Python 137Updated: 2 y ago License: Permissive (MIT)
137Updated: 2 y ago License: Permissive (MIT)Support
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spaczzby gandersen101
Fuzzy matching and more functionality for spaCy.
Python 137Updated: 3 y ago License: Permissive (MIT)
137Updated: 3 y ago License: Permissive (MIT)Support
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textclfby luopeixiang
TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。
Python 137Updated: 4 y ago License: Permissive (MIT)
137Updated: 4 y ago License: Permissive (MIT)Support
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DeeBERTby castorini
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
Python 137Updated: 2 y ago License: Permissive (Apache-2.0)
137Updated: 2 y ago License: Permissive (Apache-2.0)Support
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Poly-Encoderby chijames
Python 137Updated: 2 y ago License: Permissive (MIT)
137Updated: 2 y ago License: Permissive (MIT)Support
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chars2vecby IntuitionEngineeringTeam
Character-based word embeddings model based on RNN for handling real world texts
Python 136Updated: 4 y ago License: Permissive (Apache-2.0)
136Updated: 4 y ago License: Permissive (Apache-2.0)Support
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nested-ner-tacl2020-transformersby yahshibu
Implementation of Nested Named Entity Recognition using BERT
Python 136Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
136Updated: 2 y ago License: Strong Copyleft (GPL-3.0)Support
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whatthelangby indix
Lightning Fast Language Prediction 🚀
Python 135Updated: 4 y ago License: Permissive (Apache-2.0)
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dialoglueby alexa
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Python 135Updated: 4 y ago License: Permissive (Apache-2.0)
135Updated: 4 y ago License: Permissive (Apache-2.0)Support
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T5-Finetuning-PyTorchby Shivanandroy
Fine tune a T5 transformer model using PyTorch & Transformers🤗
Jupyter Notebook 135Updated: 2 y ago License: No License (No License)
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bert-use-demoby huwenxianglyy
the demo for bert
Python 134Updated: 4 y ago License: No License (No License)
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rethinking_performance_estimation_in_NASby zhengxiawu
Python 133Updated: 5 y ago License: No License (No License)
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tBERTby wuningxi
Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.
Python 133Updated: 2 y ago License: No License (No License)
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OTT-QAby wenhuchen
Code and Data for ICLR2021 Paper "Open Question Answering over Tables and Text"
Python 133Updated: 2 y ago License: Permissive (MIT)
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X-Transformerby OctoberChang
X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
C++ 133Updated: 2 y ago License: Permissive (BSD-3-Clause)
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cedrby Georgetown-IR-Lab
Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.
Python 132Updated: 4 y ago License: Permissive (MIT)
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KGPTby wenhuchen
Code and Data for EMNLP2020 Paper "KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation"
Python 132Updated: 2 y ago License: Permissive (MIT)
132Updated: 2 y ago License: Permissive (MIT)Support
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RobBERTby iPieter
A Dutch RoBERTa-based language model
Jupyter Notebook 132Updated: 4 y ago License: Permissive (MIT)
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navecby natasha
Compact high quality word embeddings for Russian language
Python 131Updated: 2 y ago License: Permissive (MIT)
131Updated: 2 y ago License: Permissive (MIT)Support
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FusionNet-NLIby momohuang
An example for applying FusionNet to Natural Language Inference
Python 129Updated: 4 y ago License: No License (No License)
129Updated: 4 y ago License: No License (No License)Support
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mlm-scoringby awslabs
Python library & examples for Masked Language Model Scoring (ACL 2020)
Python 128Updated: 4 y ago License: Permissive (Apache-2.0)
128Updated: 4 y ago License: Permissive (Apache-2.0)Support
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