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Empathetic Response Generation on IEMOCAP

1.856Emotional ReactionRE-LLM (w/o dim-emo. aux)
1.717681.753591.78951.82541Feb 11, 2026

Evaluation results

MethodLinks
RE-LLM (w/o dim-emo. aux)Model Type=Ablation, Variant=72026.021.8560.763
Text+LLM+emo labelModel Type=Text-LLM, Variant=32026.021.820.885
RE-LLMModel Type=Speech-LLM, Variant=62026.021.8050.822
Text+LLMModel Type=Text-LLM, Variant=12026.021.7820.607
BLSP-EmoModel Type=Speech-LLM, Fine-tuned=false, Variant=42026.021.780.791
BLSP-EmoModel Type=Speech-LLM, Fine-tuned=true, Variant=52026.021.7710.78
RE-LLM (w/o enc.)Model Type=Ablation, Variant=82026.021.7370.808
Whisper+LLMModel Type=Text-LLM, Variant=22026.021.7230.602