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Intent Classification

514 directly classified papers

Papers per year

Papers

INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025
Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025
Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues ACL 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
DroidCall: A Dataset for LLM-powered Android Intent Invocation EMNLP 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs COLING 2025
MIDLM: Multi-Intent Detection with Bidirectional Large Language Models COLING 2025
LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR COLING 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
Enhancing Emotional Support Conversations: A Framework for Dynamic Knowledge Filtering and Persona Extraction COLING 2025
AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025
WDMIR: Wavelet-Driven Multimodal Intent Recognition IJCAI 2025
Generative Product Recommendations for Implicit Superlative Queries NAACL 2025
Referring to Any Person ICCV 2025
Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025
Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent AAAI 2025
Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025
Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback COLING 2025
DSRAG: A Double-Stream Retrieval-Augmented Generation Framework for Countless Intent Detection NAACL 2025
EgoSpeak: Learning When to Speak for Egocentric Conversational Agents in the Wild NAACL 2025
GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025
Grammar Control in Dialogue Response Generation for Language Learning Chatbots NAACL 2025