2 papers
cs.CL2026
SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection
Ziqi Liu, Ziyang Zhou, Yilin Li +4
Sarcasm detection is a crucial yet challenging Natural Language Processing task. Existing Large Language Model methods are often limited by single-perspective analysis, static reas…
cs.CL2026
Following the TRACE: A Structured Path to Empathetic Response Generation with Multi-Agent Models
Ziqi Liu, Ziyang Zhou, Yilin Li +2
Empathetic response generation is a crucial task for creating more human-like and supportive conversational agents. However, existing methods face a core trade-off between the anal…