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Intent Classification

514 directly classified papers

Papers per year

Papers

Intent Detection in the Age of LLMs EMNLP 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems EMNLP 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models EMNLP 2024
Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 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
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment AAAI 2024
AraFinNLP 2024: The First Arabic Financial NLP Shared Task ACL 2024
MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport AAAI 2024
Natural Language Decomposition and Interpretation of Complex Utterances IJCAI 2024
Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders COLING 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery EMNLP 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling AAAI 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024
A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024
Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models ACL 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery ACL 2024
Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024
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
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond INTERSPEECH 2024