AIML Papers - Lists

• arXix
• paperswithcode
• connectedpapers
• https://github.com/JUSTSUJAY/ML-Research-Papers
• https://github.com/shure-dev/Awesome-LLM-Papers-Comprehensive-Topics

AIML Papers - Important

• Attention Is All You Need
• STaR: Self-Taught Reasoner - Bootstrapping Reasoning With Reasoning
• Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking + https://www.youtube.com/watch?v=3ifszZw6qG4
• Test Time Training
• DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

AIML Papers - Important Lists

• Ilya Sutskever's Top 30 - Ilya Sutskever gave John Carmack this reading list of approx 30 research papers and said, ‘If you really learn all of these, you’ll know 90% of what matters today.’ + https://mfaulk.github.io/2024/06/19/ilya-papers.html

AIML Reports

• https://aiindex.stanford.edu/report/