A CliffsNotes for 15,000 AI Conference Papers

What it does Paper-Notes is a massive, curated knowledge base of Chinese-language summaries for top-tier AI papers. It organizes roughly 15,000 notes across major conferences—CVPR, NeurIPS, ICML, ICLR, ACL, and others—into 46 research areas from LLM reasoning to autonomous driving. Each note aims to distill a paper’s core idea into a five-minute read.

The interesting bit The sheer scale is the feature. The repo doesn’t just list papers; it categorizes them by both conference and granular subfield, and maintains a public site (papernotes.org) with full-text search. It is essentially a community-driven Reader’s Digest for the firehose of AI research.

Key highlights

• Claims 15,000+ paper notes covering 9 major conferences (CVPR 2026 back to ECCV 2024)
• 46 research folders, including niche areas like earth science, remote sensing, and AIGC detection
• Public online reader with search at papernotes.org
• Active roadmap tracking upcoming conferences through 2027
• CC BY-NC-SA 4.0 license (non-commercial, attribution required)

Caveats

• ACL 2026 and ICML 2026 papers are provisional, sourced from arXiv comments rather than official acceptance lists
• Content is primarily in Chinese
• This is a curation and documentation project, not a runnable tool or framework

Verdict Worth bookmarking if you read Chinese and need to triage papers across CV, NLP, and ML. Skip it if you are looking for executable code or official peer-reviewed curation.