@inproceedings{xie-etal-2026-escaping, title = "Escaping the Sisyphus Dilemma: Experience Replay for Robust Text-to-Optimization Modeling", author = "Xie, Wantong and Chen, Yinghao and Hu, Yi-Xiang and Wu, Feng and Xu, Jieyang and Zhang, Sijia and Li, Xiangyang", 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.690/", pages = "14100--14116", ISBN = "979-8-89176-395-1" }