SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 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
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision—0
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media DataCode0
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
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
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
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.