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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
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and InterpolationCode0
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
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
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural NetworksCode0
A Context-based Approach for Dialogue Act Recognition using Simple 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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