@article{belleabilevelmultiagentreasoning, title = {BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering}, author = {Taolin Zhang and Dongyang Li and Qizhou Chen and Chengyu Wang and Xiaofeng He}, year = {2025}, eprint = {2505.11811}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.11811v1}, }