Saeed Ahmadnia

ReHoPER: Receding-Horizon Planning for Enhanced Reasoning

We propose ReHoPER, an inference-only, zero-shot method that improves large language models'reasoning by generating and answering intermediate questions along multiple paths before the final answer. It iteratively plans a horizon of candidate intermediate questions, selects one to answer, and replans from the updated h...