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LLM Research Summaries

Tracking ideas of interest, along with some background research to remember our context in AI history.

Contents

Models Review

Prompting

Document Processing

Training

Steering

Retrieval Augmented Generation

Data Science

Code and Tools

Interactive Agents

Computer Use

Education

Scientific Research

Social Science

AI Psychology

Mental Health

Types Predict

Traits Detect

Future Perspectives

Lore

Historical

Statistical Language Models (SLMs) Era: 1990-2010

Resources

  • Agents for Computer Use: A curated list of resources about AI agents for Computer Use, including research papers, projects, frameworks, and tools.
  • arXiv - arXiv is a free distribution service and an open-access archive for nearly 2.4 million scholarly articles in the fields of physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering and systems science, and economics.
  • CatalyzeX - Get code for papers directly on Google, Arxiv, Scholar, Twitter, and more
  • Papers With Code - The mission of Papers with Code is to create a free and open resource with Machine Learning papers, code, datasets, methods and evaluation tables.