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Intent Classification

514 directly classified papers

Papers per year

Papers

Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024
Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024
LANID: LLM-assisted New Intent Discovery COLING 2024
A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024
MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024
An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations INTERSPEECH 2024
Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024
Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions IJCAI 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Diable: Efficient Dialogue State Tracking as Operations on Tables ACL 2023
Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels EMNLP 2023
In-Context Learning for Text Classification with Many Labels EMNLP 2023
RankAug: Augmented data ranking for text classification EMNLP 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023
NatCS: Eliciting Natural Customer Support Dialogues ACL 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023