sebastianruder/NLP-progress resource
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. observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2994
- days_rel: n/a
- days_push: 767
- n_releases_24m: 0
Adoption not part of the score
22952 stars · 3589 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
A community-maintained repository and website tracking state-of-the-art results across the most common NLP tasks, with datasets, papers, and leaderboards. It covers English plus many other languages including Vietnamese, Hindi, Chinese, and more.
Use cases
- find state-of-the-art results for named entity recognition
- look up benchmark datasets for machine translation
- compare NLP model performance across tasks
- find the best question answering models
- research current NLP progress for a paper
- find datasets for sentiment analysis
When to choose
- you need to know the current state of the art for an NLP task
- you are looking for standard benchmark datasets and papers
- you want a curated reference of NLP task results
When to avoid
- you need runnable NLP code or a library
- you need real-time leaderboard updates
- you need tasks or languages not yet covered by the repository
Facets
learning-resource · maturity active
nlp documentation benchmarking machine-learning tutorials state-of-the-art nlp-tasks datasets leaderboards reference natural-language-processing web-server
2 sources
- readme: https://github.com/sebastianruder/NLP-progress · fetched 2026-08-28 · 0e1e41517494
- homepage: https://nlpprogress.com/ · fetched 2026-08-29 · 81e85ff0a453
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| sebastianruder/NLP-progress | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="sebastianruder/NLP-progress")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem