conftrace_

intent detection

190 papers

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Co-occurring keywords

slot filling (263) spoken language understanding (299) dialogue system (1667) few-shot learning (3398) natural language understanding (846) intent classification (372) cross-lingual transfer (1477) contrastive learning (4032) large language model (13587) task-oriented dialogue (326)

Papers

Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback COLING 2025
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions EMNLP 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025
Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025
SENIT at AraFinNLP2024: trust your model or combine two ACL 2024
Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024
NoMusic - The Norwegian Multi-Dialectal Slot and Intent Detection Corpus NAACL 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU NAACL 2024
Generate then Refine: Data Augmentation for Zero-shot Intent Detection EMNLP 2024
AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors INTERSPEECH 2024
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection EMNLP 2024
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education COLING 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts COLING 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents EMNLP 2024
dzFinNlp at AraFinNLP: Improving Intent Detection in Financial Conversational Agents ACL 2024
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding EMNLP 2024
AraFinNLP 2024: The First Arabic Financial NLP Shared Task ACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
MA at AraFinNLP2024: BERT-based Ensemble for Cross-dialectal Arabic Intent Detection ACL 2024
Intent Detection in the Age of LLMs EMNLP 2024
Mini-DA: Improving Your Model Performance through Minimal Data Augmentation using LLM NAACL 2024
Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling AAAI 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024