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Dialogue Act Classification

Dialogue act classification is the task of classifying an utterance with respect to the function it serves in a dialogue, i.e. the act the speaker is performing. Dialogue acts are a type of speech acts (for Speech Act Theory, see Austin (1975) and Searle (1969)).

Papers

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Showing 21–30 of 65 papers

TitleStatusHype
Dialogue Act Classification with Context-Aware Self-AttentionCode0
Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural NetworksCode0
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media DataCode0
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation—0
Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora—0
Compositional Sentence Representation from Character within Large Context Text—0
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders—0
Combining Verbal and Nonverbal Features to Overcome the ``Information Gap'' in Task-Oriented Dialogue—0
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
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