@inproceedings{kaur-etal-2026-proper, title = "{PROPER} Agents: Proactivity Driven Personalized Agents for Advancing Knowledge Gap Navigation", author = "Kaur, Kirandeep and Gupta, Vinayak and Gupta, Aditya and Shah, Chirag", 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.2082/", pages = "41951--41975", ISBN = "979-8-89176-395-1" }