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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
NatCS: Eliciting Natural Customer Support DialoguesCode1
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Learning Dialogue Representations from Consecutive UtterancesCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling ConversationsCode1
Speaker Turn Modeling for Dialogue Act ClassificationCode1
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
Does Informativeness Matter? Active Learning for Educational Dialogue Act Classification—0
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
A neural prosody encoder for end-ro-end dialogue act classification—0
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
Sentence encoding for Dialogue Act classificationCode0
Dialogue Act Classification for Augmentative and Alternative Communication—0
Two-level classification for dialogue act recognition in task-oriented dialogues—0
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition—0
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue CommentsCode0
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