This repository provides concise, 5-minute summaries of thousands of top-tier AI, LLM, NLP, and CV research papers. It targets researchers, engineers, and power users seeking to quickly grasp the core ideas of recent advancements across major conferences, enabling rapid understanding of the AI landscape.

How It Works

The project curates and organizes detailed notes on academic papers, primarily from leading AI conferences. These notes are structured by conference (e.g., CVPR, ICLR, NeurIPS) and then by specific research sub-fields, allowing users to navigate and digest complex research efficiently. The goal is to distill the essential contributions of each paper into an easily digestible format.

Quick Start & Requirements

• Primary access is via the online reading portal: https://papernotes.org/.
• No direct installation or execution commands are provided for the repository content itself.
• Users may encounter math formula rendering issues, which can typically be resolved by refreshing the page.

Highlighted Details

• Features over 14,000 paper interpretations covering 10 major conferences (as of v1.1.0).
• Organized across 46 distinct research areas, including LLM Reasoning, Multimodal VLM, Robotics, and AIGC.
• Continuously updated with new papers from upcoming and recent conferences.

Maintenance & Community

• Actively maintained with regular version releases (e.g., v1.1.0 on 2026-04-25).
• A community QQ group (1094559400) is available for discussion and feedback.
• A roadmap outlines future conference coverage.

Licensing & Compatibility

• Content is licensed under CC BY-NC-SA 4.0.
• This license requires attribution, prohibits commercial use, and mandates sharing modifications under the same license.

Limitations & Caveats

The repository's sourcing for "Accepted to ACL 2026" papers is based on arXiv comments, not official acceptance lists, serving as a preliminary reference. The primary access method is through a website, not direct code execution or local setup of the notes themselves.