Empath: Tracing Multi-Level Emotion Dynamics in Crisis Counseling Dialogues
Emotion dynamics are critical for understanding crisis-support conversations, yet most computational work treats emotion as static utterance-level labels. We introduce EMPATH, a framework for understanding affective dynamics in mental health dialogues across three granularities: turn-level labels, transition probabilit...
Ziwei Gong, Yu-Chen Huang, Wen Liang et al.
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