@inproceedings{girard-etal-2026-friendbench, title = "{F}riend{B}ench: Benchmarking Dyadic Familiarity Inference in Humans and Multimodal Large Language Models", author = "Girard, Jeffrey M. and Zheng, Jason and Vertino, Jacqueline Romero and D{'}Avirro, Antony and Peloquin, Benjamin", editor = "Ghaleb, Esam and Takmaz, Ece and Frassinelli, Diego and Khaertdinov, Bulat and Fern{\'a}ndez, Raquel and Yumak, Zerrin and Ozyurek, Asli", booktitle = "Proceedings of the 1st Workshop on Multimodal Interaction in Face-to-Face Dialogue", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.mint-1.14/", pages = "127--143", ISBN = "979-8-89176-482-8" }