Popular GitHub Repositories for Natural Language Processing

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

Learn how to design, develop, deploy and iterate on production-grade ML applications.

中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

? The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

? Discover the latest machine learning / AI courses on YouTube.

Oxford Deep NLP 2017 course

DocsGPT is an open-source genAI tool that helps users get reliable answers from knowledge source, while avoiding hallucinations. It enables private and reliable information retrieval, with tooling and agentic system capability built in.

Natural Language Processing Tutorial for Deep Learning Researchers

NLTK Source

? CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org

An open-source NLP research library, built on PyTorch.

The official GitHub page for the survey paper "A Survey of Large Language Models".

Unsupervised text tokenizer for Neural Network-based text generation.

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

Open source annotation tool for machine learning practitioners.

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)