Tree of Thoughts: Deliberate Problem Solving with LLMs¶
Authors: Yao et al. Year: 2023 ArXiv/Link: https://arxiv.org/abs/2305.10601
Summary¶
Extends chain-of-thought with tree-based exploration, enabling models to consider multiple reasoning paths.
Key Concepts¶
- Tree-based reasoning
- Multi-path exploration
- Deliberate problem-solving
- Search strategies
- Backtracking
Impact¶
Improved reasoning through structured search over reasoning paths
Category¶
Chain-of-Thought & Reasoning