@inproceedings{zhang-qiu-2026-flow, title = "{FLOW}-{ABSTAIN}: Modeling the Answerable Manifold for Query-Aware Abstention in Large Language Models", author = "Zhang, Jixin and Qiu, Bensheng", 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.645/", doi = "10.18653/2026.findings-emnlp.645", pages = "13556--13566", ISBN = "979-8-89176-462-0" }