2025
Optimal Transport Alignment of User Preferences from Ratings and Texts
UAI 2025
Modeling hidden factors driving user preferences is crucial for recommendation yet challenging due to sparse rating data. While aligning preference factors from ratings and texts, as a solution, shows improvements, existing methods impose restrictive one-to-one factor correspondences and underutiliz