Tree of Thoughts: Deliberate Problem Solving with Large Language Models

This paper introduces the Tree of Thoughts (ToT) framework, which improves upon the Chain of Thought approach by enabling language models to explore multiple reasoning paths and perform deliberate decision-making.

ToT enhances problem-solving abilities in tasks requiring strategic planning and exploration, such as Game of 24, Creative Writing, and Mini Crosswords.