NiuTrans/ABigSurvey resource
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2238
- days_rel: n/a
- days_push: 885
- n_releases_24m: 0
Adoption not part of the score
2028 stars · 245 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A curated collection of 1000+ survey papers on Natural Language Processing and Machine Learning, organized by topic following ACL and ICML categorization. It serves as a reference index for researchers looking for comprehensive reviews across NLP and ML subfields.
Use cases
- find survey papers on NLP topics
- get an overview of machine learning research areas
- locate reviews on large language models
- find reading material for a new research area
- browse categorized academic surveys
- find papers on machine translation or summarization
When to choose
- you need a broad literature overview of an NLP or ML subfield
- you are starting research in a new area and want survey papers
- you want a categorized list of academic reviews with links
When to avoid
- you need original research papers rather than surveys
- you need runnable code or software tools
- you need up-to-the-minute papers, as the list is updated periodically
Facets
learning-resource · maturity active
documentation machine-learning deep-learning tutorials cross-platform survey-papers paper-list academic-resource llm-surveys natural-language-processing
1 source
- readme: https://github.com/NiuTrans/ABigSurvey · fetched 2026-08-28 · 0a5218dc21fa
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NiuTrans/ABigSurvey | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="NiuTrans/ABigSurvey")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem