Intent Classification

Empathy Intent Drives Empathy Detection EMNLP 2023 Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence EMNLP 2023 Entity Contrastive Learning in a Large-Scale Virtual Assistant System ACL 2023 ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023 Exploring Multilingual Intent Dynamics and Applications IJCAI 2023 Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023 Findings of the VarDial Evaluation Campaign 2023 EACL 2023 Going beyond research datasets: Novel intent discovery in the industry setting EACL 2023 HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling EMNLP 2023 Improved Instruction Ordering in Recipe-Grounded Conversation ACL 2023 In-Context Learning for Text Classification with Many Labels EMNLP 2023 IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery EMNLP 2023 Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti EMNLP 2023 Intent Identification and Entity Extraction for Healthcare Queries in Indic Languages EACL 2023 Introducing Semantics into Speech Encoders ACL 2023 ITALIC: An Italian Intent Classification Dataset Interspeech 2023 Label efficient semi-supervised conversational intent classification ACL 2023 Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT EMNLP 2023 Learning to Select from Multiple Options AAAI 2023 Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling Interspeech 2023 Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023 MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023 MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023 MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention EMNLP 2023 MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling EMNLP 2023