Tag
EmoStance is a method for empathetic response generation that uses emoji weak supervision to model response-side affective orientation, improving contextual specificity and perceived responsiveness in dialogues.
Proposes DCC, a dynamic commonsense coordination framework for empathetic response generation that integrates residual-based interaction, association-guided filtering, and iterative decoding, achieving improved emotion classification and response diversity over baselines.