intent detection

MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025 Modeling Multi-Turn Spoken Language Understanding with Dynamic Graph Convolutional Networks Interspeech 2025 On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025 On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025 Pairwise Prompt-Based Tuning with Parameter Efficient Fast Adaptation for Generalized Zero-Shot Intent Detection NAACL 2025 Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025 Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025 A Coarse-to-Fine Prototype Learning Approach for Multi-Label Few-Shot Intent Detection EMNLP 2024 Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024 A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024 AraFinNLP 2024: The First Arabic Financial NLP Shared Task ACL 2024 AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors Interspeech 2024 Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024 DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024 Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024 DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024 Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024 dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents ACL 2024 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024 Intent Detection and Entity Extraction from Biomedical Literature COLING 2024 Intent Detection in the Age of LLMs EMNLP 2024 MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024 Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024 NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024