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cs.CL2026
Amplified Does Not Mean Predictive: Reasoning Behaviors in Thinking Models
Jean de Dieu Nyandwi, Leena Mathur, Yonatan Bisk +2
Which reasoning behaviors are associated with correct answers in reasoning models, and does reasoning-oriented training amplify those behaviors? This distinction is important becau…
cs.CL2026
Social Caption: Evaluating Social Understanding in Multimodal Models
Leena Mathur, Bhaavanaa Thumu, Youssouf Kebe +1
Social understanding abilities are crucial for multimodal large language models (MLLMs) to interpret human social interactions. We introduce SOCIAL CAPTION, a framework grounded in…