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cs.CL2025
Sotopia-RL: Reward Design for Social Intelligence
Haofei Yu, Zhengyang Qi, Yining Zhao +6
Social intelligence has become a critical capability for large language models (LLMs), enabling them to engage effectively in real-world social tasks such as collaboration and nego…
cs.CL2024
MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts
Haofei Yu, Zhengyang Qi, Lawrence Jang +3
Advances in multimodal models have greatly improved how interactions relevant to various tasks are modeled. Today's multimodal models mainly focus on the correspondence between ima…
cs.CL2024
SOTOPIA-: Interactive Learning of Socially Intelligent Language Agents
Ruiyi Wang, Haofei Yu, Wenxin Zhang +5
Humans learn social skills through both imitation and social interaction. This social learning process is largely understudied by existing research on building language agents. Mot…