keon/awesome-nlp resource

Health v2 · maintenance only

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18935 stars · 2855 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated awesome-list of Natural Language Processing resources, including tutorials, books, courses, libraries across many programming languages, services, annotation tools, and task-specific methods. It covers classical and neural NLP such as embeddings, tokenization, NER, summarization, machine translation, and question answering.

Use cases

• find NLP libraries for python
• learn natural language processing from tutorials
• find datasets for named entity recognition
• compare machine translation resources
• find text summarization tools
• discover NLP courses and books
• find annotation tools for text labeling

When to choose

• you want a broad, curated index of NLP learning materials and libraries
• you are exploring which NLP tools exist across languages
• you need starting points for a specific NLP task like NER or translation

When to avoid

• you need runnable software rather than a list of links
• you want general-purpose LLM agent frameworks, chatbot starters, or RAG application kits
• you need an up-to-date benchmark leaderboard rather than curated references

Facets

learning-resource · maturity active

nlp machine-learning deep-learning machine-learning awesome-lists tutorials cross-platform awesome-list curated-resources text-mining nlp-libraries datasets natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="keon/awesome-nlp")