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Dialogue Act Classification on ICSI Audio+Text

11.08Affirmation PrecisionMM-When2Speak
9.790410.125210.4610.7948May 20, 2025

Evaluation results

MethodLinks
MM-When2SpeakMode=finetuned2025.0511.088.7610.568.5611.028.749.367.6412.8810.8412.6810.6811.49.6412.4410.7611.169.64
ChatGPT-5.2Mode=zero-shot2025.0510.558.069.857.9210.738.248.516.712.4610.3111.9610.1810.689.0111.69.9110.368.77
VITA-1.5Mode=finetuned2025.059.847.289.127.169.687.247.965.9211.689.6811.129.249.928.1611.049.049.688.04