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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 1–10 of 65 papers

TitleStatusHype
Speaker-change Aware CRF for Dialogue Act ClassificationCode2
NatCS: Eliciting Natural Customer Support DialoguesCode1
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Learning Dialogue Representations from Consecutive UtterancesCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling ConversationsCode1
Speaker Turn Modeling for Dialogue Act ClassificationCode1
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings—0
Hierarchical Fusion for Online Multimodal Dialog Act ClassificationCode0
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