LiteSearch: Efficacious Tree Search for LLM

Ante Wang, Linfeng Song, Ye Tian +5

Recent research suggests that tree search algorithms (e.g. Monte Carlo Tree Search) can dramatically boost LLM performance on complex mathematical reasoning tasks. However, they of…