Large Language Model

PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
We introduce the Principled Reasoning and Acting (PRAct) framework, a novel method for learning and enforcing action principles from …
Zhiwei Liu, Weiran Yao, Jianguo Zhang, Rithesh Murthy, Liangwei Yang, Zuxin Liu, Tian Lan, Ming Zhu, Juntao Tan, Et Al.
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Collaborative Alignment for Recommendation
Traditional recommender systems have primarily relied on identity representations (IDs) to model users and items. Recently, the …
Chen Wang, Liangwei Yang, Zhiwei Liu, Xiaolong Liu, Mingdai Yang, Yueqing Liang, Philip S. Yu
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