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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 1–25 of 65 papers

TitleStatusHype
Speaker-change Aware CRF for Dialogue Act ClassificationCode2
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling ConversationsCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
Learning Dialogue Representations from Consecutive UtterancesCode1
NatCS: Eliciting Natural Customer Support DialoguesCode1
Speaker Turn Modeling for Dialogue Act ClassificationCode1
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
A neural prosody encoder for end-ro-end dialogue act classification—0
Combining Verbal and Nonverbal Features to Overcome the ``Information Gap'' in Task-Oriented Dialogue—0
Compositional Sentence Representation from Character within Large Context Text—0
Adjacency Pair Recognition in Wikipedia Discussions using Lexical Pairs—0
Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora—0
A Generative Attentional Neural Network Model for Dialogue Act Classification—0
Dialogue Act Classification in Group Chats with DAG-LSTMs—0
Chat or Learn: a Data-Driven Robust Question-Answering System—0
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network—0
Dialogue Act Classification in Team Communication for Robot Assisted Disaster Response—0
Classifying Dialogue Acts in Multi-party Live Chats—0
Dialogue Act Recognition via CRF-Attentive Structured Network—0
Dialogue Act Classification for Augmentative and Alternative Communication—0
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification—0
A Universality-Individuality Integration Model for Dialog Act Classification—0
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