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Awesome Vision Language Pretraining Papers ⭐ 724

Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

Mrc_competition_dureader ⭐ 715

机器阅读理解冠军/亚军代码及中文预训练MRC模型

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/

Vl Bert ⭐ 680

Code for ICLR 2020 paper "VL-BERT: Pre-training of Generic Visual-Linguistic Representations".

Official implementation of the papers "GECToR – Grammatical Error Correction: Tag, Not Rewrite" (BEA-20) and "Text Simplification by Tagging" (BEA-21)

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)

Primeqa ⭐ 677

The prime repository for state-of-the-art Multilingual Question Answering research and development.

Polyfuzz ⭐ 671

Fuzzy string matching, grouping, and evaluation.

Bert For Tf2 ⭐ 665

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

Scibert ⭐ 643

A BERT model for scientific text.

Bert Chinese Ner ⭐ 637

使用预训练语言模型BERT做中文NER

Patrickstar ⭐ 631

PatrickStar enables Larger, Faster, Greener Pretrained Models for NLP and democratizes AI for everyone.

Bertsearch ⭐ 620

Elasticsearch with BERT for advanced document search.

Phobert ⭐ 593

PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

Promptclue ⭐ 592

PromptCLUE, 全中文任务支持零样本学习模型

Portuguese Bert ⭐ 582

Portuguese pre-trained BERT models

Nlp Paper ⭐ 579

Jointbert ⭐ 578

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

Transformers For Nlp 2nd Edition ⭐ 555

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Classifier Multi Label ⭐ 548

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

BERT for Multitask Learning

Bertweet ⭐ 542

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

Treasure Of Transformers ⭐ 541

💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️

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

Fastbert ⭐ 527

The score code of FastBERT (ACL2020)

Bert Relation Extraction ⭐ 521

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

Indonlu ⭐ 518

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

Cluecorpus2020 ⭐ 517

Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

Docproduct ⭐ 511

Medical Q&A with Deep Language Models

Sentiment_analysis_fine_grain ⭐ 504

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Bert_paper_chinese_translation ⭐ 498

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!

Macbert ⭐ 489

Revisiting Pre-trained Models for Chinese Natural Language Processing (MacBERT)

Bluebert ⭐ 485

BlueBERT, pre-trained on PubMed abstracts and clinical notes (MIMIC-III).

Xlnet Pytorch ⭐ 475

Simple XLNet implementation with Pytorch Wrapper

BETO - Spanish version of the BERT model

SPLADE: sparse neural search (SIGIR21, SIGIR22)

Pytorch Bert Crf Ner ⭐ 461

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Tensorflowasr ⭐ 434

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

Bigbird ⭐ 433

Transformers for Longer Sequences

Tensorflow Nlp Tutorial ⭐ 432

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Albert_pytorch ⭐ 423

A Lite Bert For Self-Supervised Learning Language Representations

Bert For Sequence Labeling And Text Classification ⭐ 422

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Node Question Answering ⭐ 418

Fast and production-ready question answering in Node.js

Mengzi Pretrained Models

Openai Clip ⭐ 404

Simple implementation of OpenAI CLIP model in PyTorch.

Ner Bert ⭐ 404

BERT-NER (nert-bert) with google bert https://github.com/google-research.

BERT for Coreference Resolution

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Nlp Notebook ⭐ 390

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

Abstractive Summarization With Transfer Learning ⭐ 387

Abstractive summarisation using Bert as encoder and Transformer Decoder

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

Azureml Bert ⭐ 384

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

📖 Korean NLU Benchmark

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Arabert ⭐ 372

Pre-trained Transformers for the Arabic Language Understanding and Generation (Arabic BERT, Arabic GPT2, Arabic Electra)

Adaptnlp ⭐ 371

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Contextualspellcheck ⭐ 365

✔️Contextual word checker for better suggestions

Turkish Bert ⭐ 364

Turkish BERT/DistilBERT, ELECTRA and ConvBERT models

Transformersum ⭐ 362

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

Skypaint Ai Diffusion ⭐ 356

基于Stable Diffusion优化的AI绘画模型。支持输入中英文文本，可生成多种现代艺术风格的高质量图像。| An optimized text-to-image model based on Stable Diffusion. Both Chinese and English text inputs are available to generate images. The model can generate high-quality images in several modern art styles.

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Bertsimilarity ⭐ 352

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。

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

Fewclue ⭐ 347

FewCLUE 小样本学习测评基准，中文版

🤗 Pretrained BERT model & WordPiece tokenizer trained on Korean Comments 한국어 댓글로 프리트레이닝한 BERT 모델과 데이터셋

Entity Linking Recent Trends ⭐ 338

Recent trends of Entity Linking, Disambiguation, and Representation.

Sentiment Analysis ⭐ 329

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CN classification

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

Cmrc2018 ⭐ 313

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

Bytetransformer ⭐ 310

optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

Relation Extraction ⭐ 304

中文关系抽取

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

Guwenbert ⭐ 289

GuwenBERT: 古文预训练语言模型（古文BERT） A Pre-trained Language Model for Classical Chinese (Literary Chinese)

Ark Nlp ⭐ 289

A private nlp coding package, which quickly implements the SOTA solutions.

Deep Time Series Prediction ⭐ 287

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

Albert Chinese Ner ⭐ 286

使用预训练语言模型ALBERT做中文NER

Rasa_nlu_gq ⭐ 280

turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)

Tod Bert ⭐ 277

Pre-Trained Models for ToD-BERT

Chinesener ⭐ 274

中文NER的那些事儿

Bert For Rrc Absa ⭐ 273

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

Pytorch_bert_bilstm_crf_ner ⭐ 271

基于pytorch的bert_bilstm_crf中文命名实体识别

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Ai Docstring ⭐ 269

Visual Studio Code extension to quickly generate docstrings for python functions using AI(NLP) technology.

Sembert ⭐ 264

Semantics-aware BERT for Language Understanding (AAAI 2020)

Extreme Bert ⭐ 263

ExtremeBERT is a toolkit that accelerates the pretraining of customized language models on customized datasets, described in the paper “ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT”.

跨平台/多语言的相似向量/相似词/相似句高性能检索引擎。欢迎star & fork。Build together! Power another !

Sentimentanalysis ⭐ 260

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

Effective_transformer ⭐ 259

Running BERT without Padding

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

PERT: Pre-training BERT with Permuted Language Model

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Bert As Language Model ⭐ 245

BERT as language model, fork from https://github.com/google-research/bert

Related Searches

Python Bert (761)

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