FREESON: Retriever-Free Retrieval-Augmented Reasoning via Corpus-Traversing MCTS

Chaeeun Kim, Seungone Kim

Large Reasoning Models (LRMs) have demonstrated remarkable capabilities in multi-step reasoning and calling search engines at appropriate steps. However, existing retrieval-augment…