Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance

Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance Zhangyue Yin author Qiushi Sun author Qipeng Guo author Zhiyuan Zeng author Xiaonan Li author Junqi Dai author Qinyuan Cheng author Xuanjing Huang author Xipeng Qiu 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 yin-etal-2024-reasoning 10.18653/v1/2024.acl-long.131 https://aclanthology.org/2024.acl-long.131/ 2024-08 2401 2416