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The Top 1,177 Bert Open Source Projects

Topic > Bert
Transformers ⭐ 63,687
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 817total releases 81most recent commit 13 hours agopypi transformers} Downloads
Clip As Service ⭐ 10,334
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 18 hours agopypi bert-serving-client} Downloads
Nlp Tutorial ⭐ 9,097
Natural Language Processing Tutorial for Deep Learning Researchers
most recent commit 10 months ago
Chinese Bert Wwm ⭐ 6,735
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
most recent commit 2 months ago
Tokenizers ⭐ 5,568
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
dependent packages 117total releases 71most recent commit 21 days agopypi tokenizers} Downloads
Nlp_chinese_corpus ⭐ 5,454
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
most recent commit 2 years ago
Ernie ⭐ 4,886
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
total releases 7most recent commit 6 days ago
Haystack ⭐ 4,695
🔍 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.
dependent packages 2total releases 20most recent commit 13 hours agopypi farm-haystack} Downloads
Paddlenlp ⭐ 4,203
Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.
dependent packages 13total releases 63most recent commit 13 hours agopypi paddlenlp} Downloads
Bert Pytorch ⭐ 4,189
Google AI 2018 BERT pytorch implementation
total releases 5most recent commit a year ago
Bertviz ⭐ 3,753
BertViz: Visualize Attention in Transformer Models (BERT, GPT2, BART, etc.)
total releases 5most recent commit 2 months ago
Bert Bilstm Crf Ner ⭐ 3,550
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
total releases 9most recent commit a year ago
Pycorrector ⭐ 3,210
pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，
dependent packages 1total releases 25most recent commit 3 days agopypi pycorrector} Downloads
Pytorch Sentiment Analysis ⭐ 2,905
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 10 months ago
Albert_zh ⭐ 2,899
A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型
most recent commit 2 years ago
Nlp Architect ⭐ 2,806
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
total releases 10most recent commit 2 months ago
Spark Nlp ⭐ 2,734
State of the Art Natural Language Processing
dependent packages 2total releases 90most recent commit 3 days ago
Clue ⭐ 2,671
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
most recent commit 15 days ago
Nlp_paper_study ⭐ 2,392
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
most recent commit 4 days ago
Bertopic ⭐ 2,336
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
dependent packages 4total releases 28most recent commit 19 days agopypi bertopic} Downloads
Keras Bert ⭐ 2,281
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
dependent packages 13total releases 98most recent commit 4 months agopypi keras-bert} Downloads
Kashgari ⭐ 2,141
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.
dependent packages 1total releases 11most recent commit a year agopypi kashgari-tf} Downloads
Lightseq ⭐ 2,122
LightSeq: A High Performance Library for Sequence Processing and Generation
total releases 19most recent commit 18 days ago
Uer Py ⭐ 2,077
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
most recent commit 3 days ago
Texar ⭐ 2,008
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow
total releases 5most recent commit 2 years ago
Mt Dnn ⭐ 1,956
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 2 months ago
Awesome Sentence Embedding ⭐ 1,831
A curated list of pretrained sentence and word embedding models
most recent commit a year ago
Promptpapers ⭐ 1,829
Must-read papers on prompt-based tuning for pre-trained language models.
most recent commit 10 days ago
Roberta_zh ⭐ 1,769
RoBERTa中文预训练模型: RoBERTa for Chinese
most recent commit a year ago
Fast Bert ⭐ 1,724
Super easy library for BERT based NLP models
total releases 53most recent commit a month ago
Awesome Bert ⭐ 1,630
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
most recent commit a year ago
Top2vec ⭐ 1,605
Top2Vec learns jointly embedded topic, document and word vectors.
total releases 29most recent commit 2 months ago
Codesearchnet ⭐ 1,548
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 4 months ago
Chineseglue ⭐ 1,540
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
most recent commit 6 months ago
Farm ⭐ 1,506
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
total releases 2most recent commit a month ago
Transformers Tutorials ⭐ 1,492
This repository contains demos I made with the Transformers library by HuggingFace.
most recent commit 16 hours ago
Awesome Deeplearning ⭐ 1,480
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
most recent commit 17 days ago
Absa Pytorch ⭐ 1,446
Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。
most recent commit 4 months ago
Jiant ⭐ 1,389
jiant is an nlp toolkit
total releases 6most recent commit 2 months ago
Keybert ⭐ 1,337
Minimal keyword extraction with BERT
dependent packages 9total releases 10most recent commit 2 months agopypi keybert} Downloads
Nlp Journey ⭐ 1,328
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.
total releases 3most recent commit a year ago
N2o ⭐ 1,286
⭕ N2O: Most Powerful Erlang Web Framework
dependent packages 12total releases 58most recent commit a month agohex n2o} Downloads
Keras Textclassification ⭐ 1,270
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，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 2 months ago
Gpt2 Ml ⭐ 1,223
GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型
most recent commit 9 months ago
Deepke ⭐ 1,144
An Open Toolkit for Knowledge Base Population（由浙江大学贡献的开源知识图谱抽取与构建工具）
total releases 96most recent commit 6 days ago
Spago ⭐ 1,139
Self-contained Machine Learning and Natural Language Processing library in Go
dependent packages 3total releases 31most recent commit 9 days ago
Nlp_xiaojiang ⭐ 1,129
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（Senten 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
most recent commit 8 months ago
Textbrewer ⭐ 1,106
A PyTorch-based knowledge distillation toolkit for natural language processing
most recent commit a month ago
Spacy Transformers ⭐ 1,106
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
total releases 3most recent commit 21 days ago
Chinese Electra ⭐ 1,100
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
most recent commit 2 months ago
Alicemind ⭐ 1,099
ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab
most recent commit a month ago
Nlp Knowledge Graph ⭐ 1,060
自然语言处理、知识图谱、对话系统三大技术研究与应用。
most recent commit 5 months ago
Kbqa Bert ⭐ 1,024
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
most recent commit 5 months ago
Bert Ner ⭐ 1,000
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
most recent commit a year ago
Turbotransformers ⭐ 993
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
most recent commit 8 months ago
Transformer Explainability ⭐ 933
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
most recent commit 4 days ago
Rust Bert ⭐ 930
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
dependent packages 2total releases 41most recent commit 6 days agocargo rust-bert} Downloads
Cluener2020 ⭐ 924
CLUENER2020 中文细粒度命名实体识别 Fine Grained Named Entity Recognition
most recent commit 6 months ago
Awesome Pretrained Chinese Nlp Models ⭐ 911
Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合
most recent commit 9 days ago
Deberta ⭐ 900
The implementation of DeBERTa
total releases 13most recent commit 2 months ago
Fastertransformer ⭐ 888
Transformer related optimization, including BERT, GPT
most recent commit 13 days ago
Shift Ctrl F ⭐ 887
🔎 Search the information available on a webpage using natural language instead of an exact string match.
most recent commit 2 years ago
Getting Things Done With Pytorch ⭐ 873
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.
most recent commit a year ago
Bert Ner ⭐ 872
Pytorch-Named-Entity-Recognition-with-BERT
most recent commit a year ago
Contextualized Topic Models ⭐ 869
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.
dependent packages 2total releases 26most recent commit 2 days agopypi contextualized-topic-models} Downloads
Service Streamer ⭐ 860
Boosting your Web Services of Deep Learning Applications.
most recent commit a year ago
Bert Extractive Summarizer ⭐ 851
Easy to use extractive text summarization with BERT
dependent packages 3total releases 24most recent commit 5 months agopypi bert-extractive-summarizer} Downloads
Kobert ⭐ 838
Korean BERT pre-trained cased (KoBERT)
most recent commit 2 months ago
Bert_seq2seq ⭐ 837
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
total releases 42most recent commit a month ago
Nlp Interview Notes ⭐ 824
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 自然语言处理各领域的 面试题积累。
most recent commit 2 months ago
Adapter Transformers ⭐ 823
Huggingface Transformers + Adapters = ❤️
dependent packages 5total releases 14most recent commit 17 hours agopypi adapter-transformers} Downloads
Easytransfer ⭐ 772
EasyTransfer is designed to make the development of transfer learning in NLP applications easier.
total releases 6most recent commit 16 days ago
Bert Ner Pytorch ⭐ 749
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
most recent commit a year ago
Awesome Vision Language Pretraining Papers ⭐ 724
Recent Advances in Vision and Language PreTrained Models (VL-PTMs)
most recent commit 5 months ago
Texar Pytorch ⭐ 711
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/
dependent packages 1total releases 5most recent commit a month agopypi texar-pytorch} Downloads
Awesome Bert Nlp ⭐ 687
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
most recent commit 22 days ago
Rasa_chatbot_cn ⭐ 677
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)
most recent commit a year ago
Awesome Qa ⭐ 673
😎 A curated list of the Question Answering (QA)
most recent commit 4 months ago
Bert For Tf2 ⭐ 665
A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.
dependent packages 10total releases 54most recent commit a year agopypi bert-for-tf2} Downloads
Scibert ⭐ 643
A BERT model for scientific text.
most recent commit 2 years ago
Bert Chinese Ner ⭐ 637
使用预训练语言模型BERT做中文NER
most recent commit 2 years ago
Bertsearch ⭐ 620
Elasticsearch with BERT for advanced document search.
most recent commit 2 years ago
Fasthan ⭐ 616
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
total releases 7most recent commit 9 months ago
Nlp Tutorials ⭐ 609
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
most recent commit 4 months ago
Nlp Paper ⭐ 606
自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和Py
total releases 2most recent commit 11 days ago
Patrickstar ⭐ 585
PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.
most recent commit 15 days ago
Portuguese Bert ⭐ 558
Portuguese pre-trained BERT models
most recent commit 2 months ago
Cluepretrainedmodels ⭐ 536
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
most recent commit 2 years ago
Transformers4rec ⭐ 532
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.
total releases 7most recent commit 5 days ago
Fastbert ⭐ 527
The score code of FastBERT (ACL2020)
total releases 14most recent commit 7 months ago
Easynlp ⭐ 518
EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit
most recent commit 16 hours ago
Mrc_competition_dureader ⭐ 515
机器阅读理解 冠军/亚军代码及中文预训练MRC模型
most recent commit 5 months ago
Beir ⭐ 512
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
dependent packages 2total releases 27most recent commit 19 days agopypi beir} Downloads
Docproduct ⭐ 511
Medical Q&A with Deep Language Models
most recent commit 9 months ago
Bert Multi Label Text Classification ⭐ 509
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
most recent commit a year ago
Sentiment_analysis_fine_grain ⭐ 504
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
most recent commit 4 years ago
Bert_paper_chinese_translation ⭐ 498
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!
most recent commit 2 years ago
Gector ⭐ 489
Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)
most recent commit 6 months ago
Xlnet Pytorch ⭐ 475
Simple XLNet implementation with Pytorch Wrapper
most recent commit 3 years ago
M3tl ⭐ 470
BERT for Multitask Learning
most recent commit 2 months ago
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