Lectures
Main Reference I: Lilian weng's Blog on Prompting, Main Reference II: Prof. Lianhui Qin's Slides on Chemistry Reasoning
Review of CoT, ToT, Self-Consistency, Self-Refinement, and Confidence Score Introduction to Tool Use: Prof. Lianhui Qin's Slides (Starting from Page 18)
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via RL
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