@inproceedings{wang-etal-2026-learning-refine, title = "Learning to Refine: Self-Refinement of Parallel Reasoning in {LLM}s", author = "Wang, Qibin and Zhao, Pu and Huang, Shaohan and Yang, Fangkai and Wang, Lu and Wei, Furu and Lin, Qingwei and Rajmohan, Saravan and Zhang, Dongmei", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1291/", pages = "25904--25921", ISBN = "979-8-89176-395-1" }