2 papers
cs.CL2026
Dual Hierarchical Dialogue Policy Learning for Legal Inquisitive Conversational Agents
Xubo Lin, Zezhi Deng, Shihao Wang +2
Most existing dialogue systems are user-driven, primarily designed to fulfill user requests. However, in many critical real-world scenarios, a conversational agent must proactively…
cs.CL2026
Story2Proposal: A Scaffold for Structured Scientific Paper Writing
Zhuoyang Qian, Wei Shi, Xu Lin +19
Generating scientific manuscripts requires maintaining alignment between narrative reasoning, experimental evidence, and visual artifacts across the document lifecycle. Existing la…