Most popular nlp repositories and open source projects

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

nlp_tasks

Natural Language Processing Tasks and References

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Jiagu

Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名...

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DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford...

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nlp-architect

A model library for exploring state-of-the-art deep learning topologie...

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awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some...

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SimCSE

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings...

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thinc

🔮 A refreshing functional take on deep learning, compatible with your...

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GPT2-chitchat

GPT2 for Chinese chitchat/用于中文闲聊的GPT2模型(实现了DialoGPT的MMI思...

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texthero

Text preprocessing, representation and visualization from zero to hero...

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text-generation-inference

Large Language Model Text Generation Inference

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paper-qa

LLM Chain for answering questions from documents with citations

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lingvo

Lingvo

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neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

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modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

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eli5

A library for debugging/inspecting machine learning classifiers and ex...

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ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graph...

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llm-foundry

LLM training code for MosaicML foundation models

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knockknock

🚪✊Knock Knock: Get notified when your training ends with only two ad...

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gse

Go efficient multilingual NLP and text segmentation; support English,...

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Familia

A Toolkit for Industrial Topic Modeling

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textlint

The pluggable natural language linter for text and markdown.

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aeneas

aeneas is a Python/C library and a set of tools to automagically synch...

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sentiment

AFINN-based sentiment analysis for Node.js.

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awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

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gluon-nlp

NLP made easy

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AiLearning-Theory-Applying

快速上手Ai理论及应用实战：基础知识、ML、DL、NLP-BERT、竞赛。含大量注释...

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papers

Summaries of machine learning papers

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TextAttack

TextAttack 🐙 is a Python framework for adversarial attacks, data aug...

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text2vec

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现...

249   2384   2384  

awesome-ChatGPT-repositories

A curated list of resources dedicated to open source GitHub repositori...

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Kashgari

Kashgari is a production-level NLP Transfer learning framework built o...

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rasa_core

Rasa Core is now part of the Rasa repo: An open source machine learnin...

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ml-road

Machine Learning Resources, Practice and Research

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awesome-DeepLearning

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...

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scattertext

Beautiful visualizations of how language differs among document types.

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argilla

✨Argilla: the open-source data curation platform for LLMs

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awesome-chatgpt

🧠 A curated list of awesome ChatGPT resources, including libraries, S...

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awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

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JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocess...

299   2244   2244  

Linly

Chinese-LLaMA 、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文Ope...

180   2233   2233  

PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

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electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Gene...

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Promptify

Prompt Engineering | Use GPT or other prompt based models to get struc...

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lazynlp

Library to scrape and clean web pages to create massive datasets.

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spacy-course

👩‍🏫 Advanced NLP with spaCy: A free online course

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uda

Unsupervised Data Augmentation (UDA)

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mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

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Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation E...

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nlp

兜哥出品 <一本开源的NLP入门书籍>

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DeepKE

An Open Toolkit for Knowledge Graph Extraction and Construction publis...

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