Publication: Surface and Contextual Linguistic Cues in Dialog Act Classification: A Cognitive Science View
Surface and Contextual Linguistic Cues in Dialog Act Classification: A Cognitive Science View
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Linders, G. M., & Louwerse, M. M. (2023). Surface and Contextual Linguistic Cues in Dialog Act Classification: A Cognitive Science View. Cognitive Science, 47(10), e13367. https://doi.org/10.1111/cogs.13367
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What role do linguistic cues on a surface and contextual level have in identifying the intention behind an utterance? Drawing on the wealth of studies and corpora from the computational task of dialog act classification, we studied this question from a cognitive science perspective. We first reviewed the role of linguistic cues in dialog act classification studies that evaluated model performance on three of the most commonly used English dialog act corpora. Findings show that frequency‐based, machine learning, and deep learning metho
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- Louwerse, Max M
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Linders, G. M., & Louwerse, M. M. (2023). Surface and Contextual Linguistic Cues in Dialog Act Classification: A Cognitive Science View. Cognitive Science, 47(10), e13367. https://doi.org/10.1111/cogs.13367
