@article{convsearchr1enhancingqueryreformulation, title = {ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning}, author = {Changtai Zhu and Siyin Wang and Ruijun Feng and Kai Song and Xipeng Qiu}, year = {2025}, eprint = {2505.15776}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15776v1}, }