作者位次 #2/4ACL 2026Findings· Findings of ACL
PROPER Agents: Proactivity Driven Personalized Agents for Advancing Knowledge Gap Navigation
Kirandeep Kaur · Vinayak Gupta · Aditya Gupta · Chirag Shah
摘要
Current approaches to proactive assistance move beyond the ask-and-respond paradigm by anticipating user needs. In practice, they either burden users with clarifying questions or rely on context-based extrapolation, often leading to unnecessary or mistimed interventions. Such systems lack explici...