intent classification

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Interpreting User Requests in the Context of Natural Language Standing Instructions NAACL 2024 LANID: LLM-assisted New Intent Discovery COLING 2024 LARA: Linguistic-Adaptive Retrieval-Augmentation for Multi-Turn Intent Classification EMNLP 2024 Large Language Models can Share Images, Too! ACL 2024 Learning Geometry-Aware Representations for New Intent Discovery ACL 2024 Learning to Adapt Large Language Models to One-Shot In-Context Intent Classification on Unseen Domains EMNLP 2024 LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues NAACL 2024 MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024 MIPD: Exploring Manipulation and Intention In a Novel Corpus of Polish Disinformation EMNLP 2024 MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024 New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024 NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024 Persuading across Diverse Domains: a Dataset and Persuasion Large Language Model ACL 2024 Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024 RASU: Retrieval Augmented Speech Understanding through Generative Modeling Interspeech 2024 SemanticCuetSync at AraFinNLP2024: Classification of Cross-Dialect Intent in the Banking Domain using Transformers ACL 2024 Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Interspeech 2024 Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 Theoretical and Empirical Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Open-World Scenarios COLING 2024 Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024 Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024 VN-SLU: A Vietnamese Spoken Language Understanding Dataset Interspeech 2024 WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs NeurIPS 2024