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The Top 263 Bert Open Source Projects

Topic > Bert
Transformers ⭐ 47,419
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
Bert As Service ⭐ 9,329
Mapping a variable-length sentence to a fixed-length vector using BERT model
Nlp Tutorial ⭐ 8,922
Natural Language Processing Tutorial for Deep Learning Researchers
Nlp_chinese_corpus ⭐ 6,219
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Chinese Bert Wwm ⭐ 5,525
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Tokenizers ⭐ 4,643
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Bert Pytorch ⭐ 4,298
Google AI 2018 BERT pytorch implementation
Ernie ⭐ 4,222
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 ⭐ 3,612
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Albert_zh ⭐ 3,319
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
Bertviz ⭐ 2,923
Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
Pytorch Sentiment Analysis ⭐ 2,839
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Nlp Architect ⭐ 2,682
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Pycorrector ⭐ 2,361
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。
Spark Nlp ⭐ 2,204
State of the Art Natural Language Processing
Keras Bert ⭐ 2,178
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
Texar ⭐ 2,174
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
Kashgari ⭐ 2,123
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.
Clue ⭐ 1,994
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Haystack ⭐ 1,959
🔍 End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!
Awesome Sentence Embedding ⭐ 1,878
A curated list of pretrained sentence and word embedding models
Roberta_zh ⭐ 1,750
RoBERTa中文预训练模型: RoBERTa for Chinese
Awesome Bert ⭐ 1,676
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
Fast Bert ⭐ 1,591
Super easy library for BERT based NLP models
Uer Py ⭐ 1,470
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Chineseglue ⭐ 1,468
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
Codesearchnet ⭐ 1,430
Datasets, tools, and benchmarks for representation learning of code.
Paddlenlp ⭐ 1,326
An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.
Nlp Journey ⭐ 1,321
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
Absa Pytorch ⭐ 1,273
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
Jiant ⭐ 1,269
jiant is an nlp toolkit
N2o ⭐ 1,265
⭕ N2O: Distributed Application Server
Farm ⭐ 1,224
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Bertopic ⭐ 1,178
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Nlp_paper_study ⭐ 1,154
研读顶会论文，复现论文相关代码
Gpt2 Ml ⭐ 1,152
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
Top2vec ⭐ 1,144
Top2Vec learns jointly embedded topic, document and word vectors.
Bert Ner ⭐ 1,048
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
Nlp_xiaojiang ⭐ 1,040
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用
Shift Ctrl F ⭐ 1,030
🔎 Search the information available on a webpage using natural language instead of an exact string match.
Keras Textclassification ⭐ 1,011
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Spacy Transformers ⭐ 968
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Nlp Knowledge Graph ⭐ 960
自然语言处理、知识图谱、对话系统三大技术研究与应用。
Scibert ⭐ 940
A BERT model for scientific text.
Kbqa Bert ⭐ 929
基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式
Spago ⭐ 925
Self-contained Machine Learning and Natural Language Processing library in Go
Chinese Electra ⭐ 908
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
Turbotransformers ⭐ 901
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
Bert Ner ⭐ 891
Pytorch-Named-Entity-Recognition-with-BERT
Service Streamer ⭐ 878
Boosting your Web Services of Deep Learning Applications.
Getting Things Done With Pytorch ⭐ 870
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Bert Ner Pytorch ⭐ 790
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
Textbrewer ⭐ 790
A PyTorch-based knowledge distillation toolkit for natural language processing
Cluener2020 ⭐ 783
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
Bert Chinese Ner ⭐ 781
使用预训练语言模型BERT做中文NER
Rasa_chatbot_cn ⭐ 746
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)
Bertsearch ⭐ 717
Elasticsearch with BERT for advanced document search.
Bert For Tf2 ⭐ 712
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
Bert Extractive Summarizer ⭐ 702
Easy to use extractive text summarization with BERT
Lightseq ⭐ 696
LightSeq: A High-Performance Inference Library for Sequence Processing and Generation
Texar Pytorch ⭐ 667
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CASL project: http://casl-project.ai/
Deberta ⭐ 654
The implementation of DeBERTa
Deep Learning For Hackers ⭐ 640
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Easytransfer ⭐ 628
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
Keybert ⭐ 625
Minimal keyword extraction with BERT
Awesome Qa ⭐ 623
😎 A curated list of the Question Answering (QA)
Rust Bert ⭐ 616
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Awesome Bert Nlp ⭐ 597
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
K Bert ⭐ 590
Source code of K-BERT (AAAI2020)
Bert_paper_chinese_translation ⭐ 583
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!
Albert_pytorch ⭐ 574
A Lite Bert For Self-Supervised Learning Language Representations
Cluepretrainedmodels ⭐ 557
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
Sentiment_analysis_fine_grain ⭐ 552
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
Vl Bert ⭐ 541
Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".
Transformer Explainability ⭐ 529
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Cdqa ⭐ 528
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Bert Multi Label Text Classification ⭐ 514
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
Nlp Paper ⭐ 514
NLP Paper
Xlnet Pytorch ⭐ 512
Simple XLNet implementation with Pytorch Wrapper
Docproduct ⭐ 505
Medical Q&A with Deep Language Models
Fasthan ⭐ 502
fastHan是基于fastNLP与pytorch实现的中文自然语言处理工具，像spacy一样调用方便。
Fastbert ⭐ 490
The score code of FastBERT (ACL2020)
Nlp Tutorials ⭐ 481
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
Awesome Vision Language Pretraining Papers ⭐ 477
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
Portuguese Bert ⭐ 472
Portuguese pre-trained BERT models
Nlp Interview Notes ⭐ 447
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。
Contextualized Topic Models ⭐ 443
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.
Transformers Tutorials ⭐ 442
Github repo with tutorials to fine tune transformers for diff NLP tasks
Adapter Transformers ⭐ 437
Huggingface Transformers + Adapters = ❤️
Bert Embedding ⭐ 430
🔡 Token level embeddings from BERT model on mxnet and gluonnlp
Cubert ⭐ 418
Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL
Bert_seq2seq ⭐ 416
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。
Bert Multitask Learning ⭐ 411
BERT for Multitask Learning
Cogqa ⭐ 411
Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"
Casrel ⭐ 382
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Phobert ⭐ 370
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
Gector ⭐ 362
Official implementation of the paper “GECToR – Grammatical Error Correction: Tag, Not Rewrite” // Published on BEA15 Workshop (co-located with ACL 2020) https://www.aclweb.org/anthology/2020.bea-1.16.pdf
Abstractive Summarization With Transfer Learning ⭐ 360
Abstractive summarisation using Bert as encoder and Transformer Decoder
Azureml Bert ⭐ 348
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
Polyfuzz ⭐ 348
Fuzzy string matching, grouping, and evaluation.
1-100 of 263 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210