一作ACL 2026Poster· Natural Language Processing
Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems
Jihao Zhao · Ding Chen · Zhaoxin Fan · Kerun Xu · Mengting Hu · Bo Tang · Feiyu Xiong · Zhiyu li
摘要
Existing long-term personalized dialogue systems struggle to reconcile unbounded interaction streams with finite context constraints, often succumbing to memory noise accumulation, reasoning degradation, and persona inconsistency. To address these challenges, this paper proposes Inside Out, a fra...