Intent Classification

Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties EACL 2024 Extending Off-the-shelf NER Systems to Personal Information Detection in Dialogues with a Virtual Agent: Findings from a Real-Life Use Case EACL 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 From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024 Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024 ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler COLING 2024 Injecting Salesperson’s Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning ACL 2024 Integrating Intent Understanding and Optimal Behavior Planning for Behavior Tree Generation from Human Instructions IJCAI 2024 Intent Detection and Entity Extraction from Biomedical Literature COLING 2024 Intent Detection in the Age of LLMs EMNLP 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models ACL 2024 Interpreting User Requests in the Context of Natural Language Standing Instructions NAACL 2024 Is the Pope Catholic? Yes, the Pope is Catholic. Generative Evaluation of Non-Literal Intent Resolution in LLMs ACL 2024 It’s Not under the Lamppost: Expanding the Reach of Conversational AI COLING 2024 LANID: LLM-assisted New Intent Discovery COLING 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 LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents ICLR 2024 MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024 Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024 MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations ICLR 2024 MLLM-CompBench: A Comparative Reasoning Benchmark for Multimodal LLMs NeurIPS 2024 Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents ACL 2024 MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts ACL 2024