intent classification

Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production AAAI 2026 Distilling What and Why: Enhancing Driver Intention Prediction with MLLMs WACV 2026 F.A.C.U.L.: Language-Based Interaction with AI Companions in Gaming AAAI 2026 Hierarchical User Intent Inference with Knowledge Graph Grounding EACL 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MALicious INTent Dataset and Inoculating LLMs for Enhanced Disinformation Detection EACL 2026 MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 Scaling Intent Understanding: A Framework for Classification with Clarification using Lightweight LLMs EACL 2026 Standard-to-Dialect Transfer Trends Differ across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects ACL 2026 When Words Wear Masks: Detecting Malicious Intents and Hostile Impacts of Online Hate Speech EACL 2026 A Semi-supervised Scalable Unified Framework for E-commerce Query Classification ACL 2025 Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025 AutoIntent: AutoML for Text Classification EMNLP 2025 Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025 CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues ACL 2025 CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms EMNLP 2025 Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025 Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025 DroidCall: A Dataset for LLM-powered Android Intent Invocation EMNLP 2025 Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025 FineCite: A Novel Approach For Fine-Grained Citation Context Analysis ACL 2025 Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs COLING 2025 Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025 GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025