Top 172 bert open source projects

Nlp Architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Bertviz
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Texar
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Keras Bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Kashgari
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
Pycorrector
pycorrector is a toolkit for text error correction. 文本纠错,Kenlm,Seq2Seq_Attention,BERT,MacBERT,ELECTRA,ERNIE,Transformer等模型实现,开箱即用。
Clue
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Awesome Bert
bert nlp papers, applications and github resources, including the newst xlnet , BERT、XLNet 相关论文和 github 项目
Roberta zh
RoBERTa中文预训练模型: RoBERTa for Chinese
Fast Bert
Super easy library for BERT based NLP models
Haystack
🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.
Chineseglue
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
Chinese Bert Wwm
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
Bert Pytorch
Google AI 2018 BERT pytorch implementation
Ernie
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
Bert Bilstm Crf Ner
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Albert zh
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
bert in a flask
A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.
T3
[EMNLP 2020] "T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack" by Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li
PIE
Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)
iamQA
中文wiki百科QA阅读理解问答系统,使用了CCKS2016数据的NER模型和CMRC2018的阅读理解模型,还有W2V词向量搜索,使用torchserve部署
bert-as-a-service TFX
End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.
keras-bert-ner
Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT
policy-data-analyzer
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
KoBERT-nsmc
Naver movie review sentiment classification with KoBERT
VideoBERT
Using VideoBERT to tackle video prediction
knowledge-graph-nlp-in-action
从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
syntaxdot
Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.
MobileQA
离线端阅读理解应用 QA for mobile, Android & iPhone
semantic-document-relations
Implementation, trained models and result data for the paper "Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles"
bangla-bert
Bangla-Bert is a pretrained bert model for Bengali language
are-16-heads-really-better-than-1
Code for the paper "Are Sixteen Heads Really Better than One?"
FinBERT
A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
cdQA-ui
⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.
KLUE
📖 Korean NLU Benchmark
OpenDialog
An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统,一键部署微信闲聊机器人)
TextPair
文本对关系比较 - 语义相似度、字面相似度、文本蕴含等等
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