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cs.CL2026
Generation or Judgement? A Paradigm Perspective on LLM-Based Emotion-Cause Pair Extraction in Conversation
Weijie Feng, Hongchuang Wang, Binbin Liu +1
Emotion-cause pair extraction in conversation (ECPEC) identifies utterance pairs in which one utterance causes an emotion expressed in another. Recent LLM-based approaches formulat…
cs.CL2026
AtmosERC: Modeling Dialogue-Level Affective Atmosphere for Emotion Recognition in Conversation
Weijie Feng, Tongwei Zhang, Binbin Liu +1
Emotion Recognition in Conversation (ERC) plays a key role in developing emotionally responsive conversational systems, and contextual modeling is central to this task. Several stu…
cs.CL2026
Emotion-Cause Pair Extraction in Conversations via Semantic Decoupling and Graph Alignment
Tianxiang Ma, Weijie Feng, Xinyu Wang +1
Emotion-Cause Pair Extraction in Conversations (ECPEC) aims to identify the set of causal relations between emotion utterances and their triggering causes within a dialogue. Most e…