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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
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings—0
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 Bandits—0
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders—0
NatCS: Eliciting Natural Customer Support DialoguesCode1
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification—0
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media DataCode0
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision—0
Learning Dialogue Representations from Consecutive UtterancesCode1
A neural prosody encoder for end-ro-end dialogue act classification—0
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
A Universality-Individuality Integration Model for Dialog Act Classification—0
Speaker Clustering in Textual Dialogue with Utterance Correlation and Cross-corpus Dialogue Act Supervision—0
Towards Building Automatic Medical Consultation System: Framework, Task and Dataset—0
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling ConversationsCode1
Sentence encoding for Dialogue Act classificationCode0
Speaker Turn Modeling for Dialogue Act ClassificationCode1
Dialogue Act Classification for Augmentative and Alternative Communication—0
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition—0
Two-level classification for dialogue act recognition in task-oriented dialogues—0
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue CommentsCode0
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and InterpolationCode0
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