Preference

[EMNLP26] Inferring the Unspoken: Aligning Embodied Agents with Implicit Preferences
Instructions are never complete specifications of the behavior they request: speakers say only what their listeners cannot supply for …
Manjie Xu, Xinyi Yang, Wei Liang, Chi Zhang, Yixin Zhu
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[EMNLP26] Inferring the Unspoken: Aligning Embodied Agents with Implicit Preferences
Cross-Scenario Unified Modeling of User Interests at Billion Scale
User interests on content platforms are inherently diverse, manifesting through complex behavioral patterns across heterogeneous …
Manjie Xu, Xin Jia, Cheng Chen, Jingyi Zhou, Chi Zhang, Yongji Wu, Zejian Wang, Kai Zuo, Yibo Chen, Xu Tang, Yao Hu, Yixin Zhu
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Cross-Scenario Unified Modeling of User Interests at Billion Scale