# MLNLP-World/Top-AI-Conferences-Paper-with-Code

MLNLP：本仓库整理人工智能会议（如 ACL、EMNLP、NAACL、COLING、AAAI、IJCAI、ICLR、NeurIPS、ICML 等）中开源代码的论文。

Repository: https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code
Canonical: https://ross.abutalabs.com/products/top-ai-conferences-paper-with-code
License Family: other
Topics: computer-vision, deep-learning, machine-learning, natural-language-processing, pytorch, tensorflow, mlnlp
Last push: 2026-07-02T12:40:09+00:00

## Health v2 (maintenance only)
Score: 73/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 90, release rhythm 35, longevity 100
- inputs: {"age_days": 2258, "days_push": 62, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2690, forks 599 (observed 2026-08-28T04:07:10.921868+00:00)

## What it is
A curated repository collecting papers from top AI conferences (ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, ICML) that have open-source code available. It organizes papers by conference and year to make reproducible research easy to find.

## Use cases
- find papers with open-source code from top AI conferences
- look up reproducible implementations of NeurIPS or ICLR papers
- browse ACL and EMNLP papers with code links
- find reference implementations before starting a research project
- track which conference papers released code by year

## When to choose
- you want to find open-source implementations of published AI papers
- you need reproducible baselines from top NLP or ML conferences
- you are surveying recent research and want runnable code

## When to avoid
- you need a software library or tool rather than a curated paper list
- you need papers from venues not covered by the repository
- you need exhaustive coverage including papers without code

## Facets
- artifact type: dataset
- maturity: active
- function: documentation, search-engine
- domain: artificial-intelligence, machine-learning, deep-learning, computer-vision, tutorials
- platform: -
- tags: awesome-list, paper-collection, open-source-code, academic-conferences, reproducibility, research-papers, natural-language-processing, web-server

## Member repositories
- MLNLP-World/Top-AI-Conferences-Paper-with-Code (main) score 73

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:10.921868+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:16:34.511802+00:00, confidence not recorded.
  - readme: https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code (fetched 2026-08-28T04:07:10.921868+00:00, sha 9c42d002bc84)
- Data as of 2026-08-30T08:39:29.467469+00:00.