@inproceedings{panagopoulou-etal-2025-contra4, title = "Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3{D}", author = "Panagopoulou, Artemis and Xue, Le and Zhou, Honglu and Savarese, Silvio and Xu, Ran and Xiong, Caiming and Callison-Burch, Chris and Yatskar, Mark and Niebles, Juan Carlos", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.1288/", pages = "25362--25376", ISBN = "979-8-89176-332-6" }