@inproceedings{won-etal-2026-sieve, title = "Sieve and Sage: Efficient Distraction Filtering for Reliable {RALM} Abstention", author = "Won, Jongbin and AN, SungGeun and Lee, Jay-Yoon", 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.2356/", doi = "10.18653/2026.findings-emnlp.2356", pages = "50655--50674", ISBN = "979-8-89176-462-0" }