National University of Singapore; The Hong Kong University of Science and Technology
Yuxi Xie, Kenji Kawaguchi, Yiran Zhao, James Xu Zhao, Min-Yen Kan, Junxian He, Michael Xie
Large Language Models;Multistep Reasoning;Stochastic Beam Search;LLM Self-Evaluation
Self-Evaluation Guided Beam Search for Reasoning