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Intent Classification

514 directly classified papers

Papers per year

Papers

Fired_from_NLP at AraFinNLP 2024: Dual-Phase-BERT - A Fine-Tuned Transformer-Based Model for Multi-Dialect Intent Detection in The Financial Domain for The Arabic Language ACL 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation NAACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding NAACL 2024
Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders COLING 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition NAACL 2024
Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024
Injecting Salesperson’s Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning ACL 2024
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education COLING 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark COLING 2024
LANID: LLM-assisted New Intent Discovery COLING 2024
ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024
AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors INTERSPEECH 2024
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study COLING 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond INTERSPEECH 2024
An Uyghur Extension to the MASSIVE Multi-lingual Spoken Language Understanding Corpus with Comprehensive Evaluations INTERSPEECH 2024
Context-Aware Speech Recognition Using Prompts for Language Learners INTERSPEECH 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024