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cs.CL2026
Investigating Multimodal Informativity under Different Partner Visibility Conditions in Video-Mediated Dialogue
Esam Ghaleb, Hugh Mee Wong, Kristina Kobrock
Situated language use is multimodal and embodied. For example, gestures can carry information that is absent or underspecified in the speech signal, yet dialogue models typically r…
cs.CL2026
Aligned but Not Partner-Specific: How Multimodal LLM Agents Succeed in Reference Games Without Forming Conceptual Pacts
Po-Ya Angela Wang, Chinmaya Mishra, Aslı Özyürek +2
Repeated reference games test whether interlocutors replace their initially long descriptions with shorter, partner-specific expressions grounded in shared interaction history; tha…