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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 1–50 of 65 papers

TitleStatusHype
Speaker-change Aware CRF for Dialogue Act ClassificationCode2
Learning Dialogue Representations from Consecutive UtterancesCode1
A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and DatasetsCode1
NatCS: Eliciting Natural Customer Support DialoguesCode1
Hierarchical Dialogue Understanding with Special Tokens and Turn-level AttentionCode1
Speaker and Time-aware Joint Contextual Learning for Dialogue-act Classification in Counselling ConversationsCode1
Speaker Turn Modeling for Dialogue Act ClassificationCode1
DOROTHIE: Spoken Dialogue for Handling Unexpected Situations in Interactive Autonomous Driving AgentsCode1
Hierarchical Fusion for Online Multimodal Dialog Act ClassificationCode0
Self-Governing Neural Networks for On-Device Short Text ClassificationCode0
Sentence encoding for Dialogue Act classificationCode0
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural AnnotatorsCode0
Dialogue Act Classification with Context-Aware Self-AttentionCode0
A Context-based Approach for Dialogue Act Recognition using Simple Recurrent Neural NetworksCode0
Dialogue Act Sequence Labeling using Hierarchical encoder with CRFCode0
InterroLang: Exploring NLP Models and Datasets through Dialogue-based ExplanationsCode0
Contextual Dialogue Act Classification for Open-Domain Conversational AgentsCode0
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue CommentsCode0
Guiding attention in Sequence-to-sequence models for Dialogue Act predictionCode0
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and InterpolationCode0
Conversational Analysis using Utterance-level Attention-based Bidirectional Recurrent Neural NetworksCode0
Increasing Robustness for Cross-domain Dialogue Act Classification on Social Media DataCode0
Probabilistic Word Association for Dialogue Act Classification with Recurrent Neural NetworksCode0
Identifying therapist conversational actions across diverse psychotherapeutic approaches—0
Improved Dynamic Memory Network for Dialogue Act Classification with Adversarial Training—0
Improving Dialogue Act Classification for Spontaneous Arabic Speech and Instant Messages at Utterance Level—0
In-Context Evaluation of Unsupervised Dialogue Act Models for Tutorial Dialogue—0
Integrating User History into Heterogeneous Graph for Dialogue Act Recognition—0
Investigating the Contribution of Distributional Semantic Information for Dialogue Act Classification—0
Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings—0
Modeling Dialogue in Conversational Cognitive Health Screening Interviews—0
Multimodality and Dialogue Act Classification in the RoboHelper Project—0
Preserving Distributional Information in Dialogue Act Classification—0
Recurrent Convolutional Neural Networks for Discourse Compositionality—0
Speaker Clustering in Textual Dialogue with Utterance Correlation and Cross-corpus Dialogue Act Supervision—0
Speaker Clustering in Textual Dialogue with Pairwise Utterance Relation and Cross-corpus Dialogue Act Supervision—0
Sub-lexical Dialogue Act Classification in a Spoken Dialogue System Support for the Elderly with Cognitive Disabilities—0
Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits—0
Towards Building Automatic Medical Consultation System: Framework, Task and Dataset—0
Towards Emotion-aided Multi-modal Dialogue Act Classification—0
Transfer of Corpus-Specific Dialogue Act Annotation to ISO Standard: Is it worth it?—0
Two-level classification for dialogue act recognition in task-oriented dialogues—0
Understanding engagement with insurgents through retweet rhetoric—0
Adjacency Pair Recognition in Wikipedia Discussions using Lexical Pairs—0
A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification—0
A Generative Attentional Neural Network Model for Dialogue Act Classification—0
A neural prosody encoder for end-ro-end dialogue act classification—0
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization—0
A Universality-Individuality Integration Model for Dialog Act Classification—0
Chat or Learn: a Data-Driven Robust Question-Answering System—0
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