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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…
cs.CV2026
SemConFlow: Semantic Grounding of Holistic Co-Speech Gesture Generation with Contrastive Flow-Matching
Lanmiao Liu, Esam Ghaleb, Aslı Özyürek +1
While the field of co-speech gesture generation has seen significant advances, producing holistic, semantically grounded gestures remains a challenge. Existing approaches rely on e…