RGAlign-Rec: Ranking-Guided Alignment for Latent Query Reasoning in Recommendation Systems

Junhua Liu, Yang Jihao, Cheng Chang +3

Proactive intent prediction is a critical capability in modern e-commerce chatbots, enabling "zero-query" recommendations by anticipating user needs from behavioral and contextual…