3 papers
cs.CL2026
STRIDE-ED: A Strategy-Grounded Stepwise Reasoning Framework for Empathetic Dialogue Systems
Hongru Ji, Yuyin Fan, Meng Zhao +3
Empathetic dialogue requires not only recognizing a user's emotional state but also making strategy-aware, context-sensitive decisions throughout response generation. However, the…
cs.CL2025
Advancing Multi-Party Dialogue Framework with Speaker-ware Contrastive Learning
Zhongtian Hu, Qi He, Ronghan Li +2
Multi-party dialogues, common in collaborative scenarios like brainstorming sessions and negotiations, pose significant challenges due to their complexity and diverse speaker roles…
cs.CL2025
Can MLLMs Generalize to Multi-Party dialog? Exploring Multilingual Response Generation in Complex Scenarios
Zhongtian Hu, Yiwen Cui, Ronghan Li +2
Current multilingual large language models(MLLMs) still focus on simple question-answering formats, often overlooking more complex dialogue scenarios. In other words, their capabil…