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News/ASR-Style Transcript Normalization Removes Useful Pragmatic Signal for Dialogue Act Classification
arxiv
PublishedOctober 19, 2026 at 4:00 AM

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

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arXiv:2610.22934v1 Announce Type: new Abstract: 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 condition

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