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Intent Classification

514 directly classified papers

Papers per year

Papers

Improving Dialogue State Tracking by Joint Slot Modeling EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
Collaborative Data Relabeling for Robust and Diverse Voice Apps Recommendation in Intelligent Personal Assistants EMNLP 2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement EACL 2021
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise EMNLP 2021
Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021
Few-Shot Intent Classification by Gauging Entailment Relationship Between Utterance and Semantic Label EMNLP 2021
Adapting Long Context NLM for ASR Rescoring in Conversational Agents INTERSPEECH 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions EMNLP 2021
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification INTERSPEECH 2021
Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021
The Impact of Intent Distribution Mismatch on Semi-Supervised Spoken Language Understanding INTERSPEECH 2021
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue AAAI 2021
Multi-modal User Intent Classification Under the Scenario of Smart Factory (Student Abstract) AAAI 2021
Few-shot Learning for Multi-label Intent Detection AAAI 2021
Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection AAAI 2021
Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification ACL 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition ACL 2021
A Sequence-to-Sequence Approach to Dialogue State Tracking ACL 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021
Intent Classification and Slot Filling for Privacy Policies ACL 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing ACL 2021
Self-Training using Rules of Grammar for Few-Shot NLU EMNLP 2021