Xiaoyan Zhao
2 indexed papers
Recent (6 mo)
2With code
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226
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Info Retrieval×1NLP×1
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2026
Preference-Aware Rubric Learning for Personalized Evaluation
The paper introduces PARL, a framework that learns personalized evaluation rubrics directly from raw user interaction histories to accurately assess how well LLM outputs align with subjective, user-specific preferences.
Intuition-Guided Latent Reasoning for LLM-Based Recommendation
This paper proposes IntuRec, a two-stage framework for LLM-based recommendation that anchors latent reasoning with recommendation intuition.
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Papers
cs.IREmpiricalRecentJun 26, 2026
Intuition-Guided Latent Reasoning for LLM-Based Recommendation
Chang Liu, Yimeng Bai, Xiaoyan Zhao, Yang Zhang +3 more
This paper proposes IntuRec, a two-stage framework for LLM-based recommendation that anchors latent reasoning with recommendation intuition.
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cs.CLRecentMay 29, 2026