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Empathetic Response Generation on MSP-PODCAST

1.889Emotional Reaction ScoreRE-LLM (w/o dim-emo. aux)
1.542681.632591.72251.81241Feb 11, 2026

Evaluation results

MethodLinks
RE-LLM (w/o dim-emo. aux)Model Type=Ablation, Variant=72026.021.8890.739
RE-LLMModel Type=Speech-LLM, Variant=62026.021.8520.639
BLSP-EmoModel Type=Speech-LLM, Fine-tuned=false, Variant=42026.021.7750.467
Text+LLM+emo labelModel Type=Text-LLM, Variant=32026.021.740.577
Text+LLMModel Type=Text-LLM, Variant=12026.021.7040.397
Whisper+LLMModel Type=Text-LLM, Variant=22026.021.6280.42
BLSP-EmoModel Type=Speech-LLM, Fine-tuned=true, Variant=52026.021.5760.521
RE-LLM (w/o enc.)Model Type=Ablation, Variant=82026.021.5560.546