HyperGuide: Hyperbolic Guidance for Efficient Multi-Step Reasoning in Large Language Models

Yuyu Liu, Haotian Xu, Yanan He +3

Searching over alternative continuations lets large language models (LLMs) compare the downstream consequences of a reasoning step before committing to it, but expanding and evalua…