@inproceedings{suri-etal-2026-structured, title = "Structured Uncertainty guided Clarification for {LLM} Agents", author = "Suri, Manan and Mathur, Puneet and Lipka, Nedim and Dernoncourt, Franck and Rossi, Ryan A. and Manocha, Dinesh", 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.2028/", pages = "40811--40838", ISBN = "979-8-89176-395-1" }