Dynamically Adaptive Reasoning via LLM-Guided MCTS for Efficient and Context-Aware KGQA.

Yingxu Wang Shiqi Fan Mengzhu Wang Siyang Gao Siwei Liu 0001 Nan Yin Dynamically Adaptive Reasoning via LLM-Guided MCTS for Efficient and Context-Aware KGQA. 2025 August abs/2508.00719 CoRR https://doi.org/10.48550/arXiv.2508.00719 db/journals/corr/corr2508.html#abs-2508-00719 streams/journals/corr