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MLNLP-World/AI-Paper-Collector

One search box for three dozen AI conferences

It scrapes and indexes AI papers from dozens of top-tier conferences so you can stop jumping between DBLP and OpenReview.

1.2k stars Python LearningData Tooling
AI-Paper-Collector
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What it does AI-Paper-Collector is a search tool that pulls papers from major AI venues—CVPR, ICML, ACL, NeurIPS, and roughly thirty others—into a single index. The project provides a web demo and underlying Python scripts to automate collection. Coverage is currently weighted toward 2019–2023 proceedings.

The interesting bit New conferences get added through an issue-triggered GitHub workflow: file a request in the right format, maintainers label it, and the crawler updates automatically. That turns conference coverage into a community-maintained data pipeline rather than a manual chore.

Key highlights

  • Indexes papers from over 30 venues spanning NLP, CV, ML, data mining, and speech (e.g., EMNLP, CVPR, KDD, INTERSPEECH, SIGMOD).
  • Live web demo hosted on Vercel; an older domain is no longer maintained.
  • Sources are explicitly limited to DBLP, ACL Anthology, NeurIPS proceedings, and OpenReview.
  • Open-source Python tooling with a community-driven expansion model via GitHub issues.

Caveats

  • The README carries a Status: building badge and an Under Construction...Coming soon notice, so expect rough edges.
  • The authors explicitly disclaim that results may not fully meet your needs, since the tool is still in development.

Verdict Researchers who want a quick, centralized way to grep recent AI conference proceedings should bookmark the demo. If you need mature, fine-grained filtering or guaranteed completeness, stick to the primary sources for now.

Frequently asked

What is MLNLP-World/AI-Paper-Collector?
It scrapes and indexes AI papers from dozens of top-tier conferences so you can stop jumping between DBLP and OpenReview.
Is AI-Paper-Collector open source?
Yes — MLNLP-World/AI-Paper-Collector is open source, released under the GPL-3.0 license.
What language is AI-Paper-Collector written in?
MLNLP-World/AI-Paper-Collector is primarily written in Python.
How popular is AI-Paper-Collector?
MLNLP-World/AI-Paper-Collector has 1.2k stars on GitHub.
Where can I find AI-Paper-Collector?
MLNLP-World/AI-Paper-Collector is on GitHub at https://github.com/MLNLP-World/AI-Paper-Collector.

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