Exploring Advanced Reasoning Techniques for LLMs: Chain-of-Thought (CoT), Step-by-Step Rationalization (STaR), and Tree of Thoughts (ToT)

Three techniques in particular—Chain-of-Thought (CoT), Step-by-Step Rationalization (STaR), and Tree of Thoughts (ToT)—have emerged as powerful tools for significantly improving the quality of the LLM generated responses.