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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
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
A neural prosody encoder for end-ro-end dialogue act classification—0
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