SOTAVerified

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

Showing 110 of 65 papers

TitleStatusHype
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings0
Hierarchical Fusion for Online Multimodal Dialog Act ClassificationCode0
InterroLang: Exploring NLP Models and Datasets through Dialogue-based ExplanationsCode0
Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits0
NatCS: Eliciting Natural Customer Support DialoguesCode1
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders0
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification0
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media DataCode0
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