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

arXiv:2605.24140v5 Announce Type: replace Abstract: Searching over alternative continuations lets large language models (LLMs) compare the downstream consequences of a reasoning step before committing to it, but expanding and evaluating many branches makes inf