GenR1-Searcher: Curriculum Reinforcement Learning for Dynamic Retrieval and Document Generation.

@inproceedings{wang-2025-genr1searcher, author = {Yu Wang and Yixuan Zhao and Renrui Duan and Jingyuan Li and Yuanzhuo Wang and Kun Zhang}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{GenR1-Searcher: Curriculum Reinforcement Learning for Dynamic Retrieval and Document Generation}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {5330--5334}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3760903}, doi = {https://doi.org/10.1145/3746252.3760903} }