@article{rankr1enhancingreasoninginllmbased, title = {Rank-R1: Enhancing Reasoning in LLM-based Document Rerankers via Reinforcement Learning}, author = {Shengyao Zhuang and Xueguang Ma and Bevan Koopman and Jimmy Lin and Guido Zuccon}, year = {2025}, eprint = {2503.06034}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.06034v1}, }