mhagiwara/100-nlp-papers resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

3846 stars · 558 forks observed · 2026-08-28

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

A curated list of 100 must-read natural language processing papers compiled by Masato Hagiwara, covering machine learning, neural models, embeddings, and other core NLP topics. It is a reading guide for students and researchers rather than software.

Use cases

• find essential NLP papers to read
• build a self-study curriculum for natural language processing
• get reading recommendations for NLP research
• learn the history of NLP through landmark papers
• find survey and tutorial papers on NLP topics

When to choose

• you are a student or researcher starting out in NLP and want a structured reading list
• you want curated pointers to foundational and modern NLP papers including tutorials and blog posts

When to avoid

• you need runnable code, a library, or a tool rather than a paper list
• you need an exhaustive or fully up-to-date bibliography, since the list is opinionated and evolving

Facets

learning-resource · maturity maintenance

nlp documentation machine-learning tutorials awesome-lists reading-list papers curated-list education natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="mhagiwara/100-nlp-papers")