Explicitly conditioning response generation on predicted socio-emotional label sequences yields only small, mixed quality gains over direct generation, and the claimed benefit is confounded by a 10-candidate reranking setup.
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Socio-Emotional Response Generation: A Human Evaluation Protocol for LLM-Based Conversational Systems
Explicitly conditioning response generation on predicted socio-emotional label sequences yields only small, mixed quality gains over direct generation, and the claimed benefit is confounded by a 10-candidate reranking setup.