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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 26–50 of 65 papers

TitleStatusHype
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog—0
Towards Emotion-aided Multi-modal Dialogue Act Classification—0
Contextual Dialogue Act Classification for Open-Domain Conversational AgentsCode0
Chat or Learn: a Data-Driven Robust Question-Answering System—0
Modeling Dialogue in Conversational Cognitive Health Screening Interviews—0
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization—0
Speaker-change Aware CRF for Dialogue Act ClassificationCode2
Guiding attention in Sequence-to-sequence models for Dialogue Act predictionCode0
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural AnnotatorsCode0
Dialogue Act Classification in Team Communication for Robot Assisted Disaster Response—0
Dialogue Act Classification in Group Chats with DAG-LSTMs—0
Identifying therapist conversational actions across diverse psychotherapeutic approaches—0
Dialogue Act Classification with Context-Aware Self-AttentionCode0
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training—0
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification—0
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation—0
Self-Governing Neural Networks for On-Device Short Text ClassificationCode0
Improving Dialogue Act Classification for Spontaneous Arabic Speech and Instant Messages at Utterance Level—0
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural NetworksCode0
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural NetworksCode0
Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural NetworksCode0
Experiments with Domain Dependent Dialogue Act Classification using Open-Domain Dialogue Corpora—0
Dialogue Act Recognition via CRF-Attentive Structured Network—0
Dialogue Act Sequence Labeling using Hierarchical encoder with CRFCode0
Preserving Distributional Information in Dialogue Act Classification—0
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