The PROPER Approach to Proactivity: Benchmarking and Advancing Knowledge Gap Navigation
arXiv:2601.09926v3 Announce Type: replace
Abstract: 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-base…