HCoT integrates a heuristic classification model into LLM generation to structure reasoning, delivering higher accuracy and better token efficiency than CoT and ToT on inductive tasks and the 24 Game.
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Heuristic Classification of Thoughts Prompting (HCoT): Integrating Expert System Heuristics for Structured Reasoning into Large Language Models
HCoT integrates a heuristic classification model into LLM generation to structure reasoning, delivering higher accuracy and better token efficiency than CoT and ToT on inductive tasks and the 24 Game.