When is Tree Search Useful for LLM Planning? It Depends on the Discriminator

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Ziru Chen author Michael White author Ray Mooney author Ali Payani author Yu Su author Huan Sun author 2024-08 text Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) Lun-Wei Ku editor Andre Martins editor Vivek Srikumar editor Association for Computational Linguistics Bangkok, Thailand conference publication chen-etal-2024-tree 10.18653/v1/2024.acl-long.738 https://aclanthology.org/2024.acl-long.738/ 2024-08 13659 13678