@inproceedings{khazanchi-etal-2026-lightweight, title = "Lightweight Temporal Attention for Video Retrieval over Frozen Image and Text Encoders", author = "Khazanchi, Vidit and Sharma, Umang and Komirishetty, Shabhareesh", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.116/", pages = "1976--1994", ISBN = "979-8-89176-460-6" }