@inproceedings{xue-etal-2026-duales, title = "{D}ual{ES}: Internalizing Query-Text Duality for Text-to-{ES} via Bidirectional Reasoning-Enhanced Supervision", author = "Xue, Dongge and Wang, Yuxiang and Ruan, Tong", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1777/", pages = "38006--38024", ISBN = "979-8-89176-462-0" }