Intent Classification

An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations Interspeech 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 A Usage-centric Take on Intent Understanding in E-Commerce EMNLP 2024 Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024 Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents EMNLP 2024 BabelBot at AraFinNLP2024: Fine-tuning T5 for Multi-dialect Intent Detection with Synthetic Data and Model Ensembling ACL 2024 Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions ACL 2024 Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection COLING 2024 BlendX: Complex Multi-Intent Detection with Blended Patterns COLING 2024 Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024 Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024 Context-Aware Speech Recognition Using Prompts for Language Learners Interspeech 2024 Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024 Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024 CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems EMNLP 2024 Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024 Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024 Detecting Ambiguous Utterances in an Intelligent Assistant 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 EDEN: Empathetic Dialogues for English Learning EMNLP 2024 Evaluating Intention Detection Capability of Large Language Models in Persuasive Dialogues ACL 2024 Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024