@inproceedings{liu-etal-2025-detect, title = "Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models", author = "Liu, Danyang and Kong, Fanjie and Sun, Xiaohang and Patil, Dhruva and Vajpayee, Avijit and Liu, Zhu and Bhat, Vimal and Sadoughi, Najmeh", editor = "Chiruzzo, Luis and Ritter, Alan and Wang, Lu", booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)", month = apr, year = "2025", address = "Albuquerque, New Mexico", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.naacl-long.74/", pages = "1559--1570", ISBN = "979-8-89176-189-6" }