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ASR-Style Transcript Normalization Removes Useful Pragmatic Signal for Dialogue Act Classification

Onyekwelu-Udoka, Lucky et al.
arXiv (All) · Papers
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computation-and-language
Automatic speech recognition (ASR) pipelines often normalize transcripts by removing filled pauses and punctuation and expanding colloquial forms, potentially discarding cues useful for dialogue act classification. We evaluate nine transcript conditions across six classifiers (TF-IDF logistic regres
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