Intent Classification

Natural Language Decomposition and Interpretation of Complex Utterances IJCAI 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 Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024 Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024 Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery EMNLP 2024 RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education COLING 2024 Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders COLING 2024 Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft EMNLP 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 SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024 Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024 The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024 Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 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 Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View Intent-Slot Interaction AAAI 2024 VN-SLU: A Vietnamese Spoken Language Understanding Dataset Interspeech 2024 Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024 5IDER: Unified Query Rewriting for Steering, Intent Carryover, Disfluencies, Entity Carryover and Repair Interspeech 2023 Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation EMNLP 2023 A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting EMNLP 2023 Adversarial Self-Attention for Language Understanding AAAI 2023 An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023