This repository curates and categorizes daily updated LLM research papers, providing links to arXiv, associated GitHub repositories, and GPT-4 generated summaries. It aims to keep LLM enthusiasts informed about the latest advancements in the field, offering a structured overview of papers categorized by topic.

How It Works

The project aggregates new LLM papers daily, categorizing them into sections like Reasoning, Agents, Knowledge and Retrieval, Alignment, Applications, Pre-training, and Surveys. Each paper entry includes a link to its arXiv page and a concise summary, facilitating quick understanding and navigation of the rapidly evolving LLM landscape.

Quick Start & Requirements

• Install/Run: No installation or execution commands are provided, as this is a curated list of papers.
• Prerequisites: None specified.
• Links:
  • Latest Papers (with summaries): Link to latest papers
  • Categorized Summaries: Link to categorized papers
  • English README: Link to English README

Highlighted Details

• Daily updates of LLM research papers.
• GPT-4 generated summaries for each paper.
• Categorization of papers into key LLM research areas.
• Links to arXiv and relevant GitHub repositories.

Maintenance & Community

• The repository is actively updated, with the last update noted as "07.31 10:00".
• A discussion group is being planned for community interaction.

Licensing & Compatibility

• No license information is provided in the README.

Limitations & Caveats

• The summaries are generated by GPT-4, which may introduce inaccuracies or biases.
• The repository focuses solely on LLM papers and does not include code for running or experimenting with the models themselves.