2 papers
cs.LG2026
Generative Query Suggestion via Intent Coverage and Query-Level Credit Assignment
Xinpeng Liu, Lu Ma, Jiayi Qiao +6
Generative query suggestion aims to enhance user engagement by anticipating user intents and recommending relevant follow-up queries. A central challenge is to generate slates whos…
cs.AI2026
From Passive Retrieval to Active Memory Navigation: Learning to Use Memory as a Structured Action Space
Yue Xu, Yutao Sun, Yihao Liu +7
Long-term user memory is essential for personalized conversational agents, yet many memory systems still expose memory through passive retrieval interfaces, making the model a cons…