@inproceedings{ghaffari-krishnaswamy-2026-now, title = "Now They See It, Now They Don{'}t: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints", author = "Ghaffari, Sadaf and Krishnaswamy, Nikhil", editor = "Bonial, Claire and Berzak, Yevgeni", booktitle = "Proceedings of the 30th Conference on Computational Natural Language Learning", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.conll-main.20/", pages = "344--357", ISBN = "979-8-89176-410-1" }