conftrace_

intent classification

372 papers

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Also known as

IC

Co-occurring keywords

dialogue system (1667) spoken language understanding (299) slot filling (263) text classification (6793) large language model (13587) natural language understanding (846) few-shot learning (3398) data augmentation (3052) named entity recognition (2813) task-oriented dialogue (326)

Papers

Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025
Efficient Out-of-Scope Detection in Dialogue Systems via Uncertainty-Driven LLM Routing ACL 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025
Just a Scratch: Enhancing LLM Capabilities for Self-harm Detection through Intent Differentiation and Emoji Interpretation ACL 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025
CourtNav: Voice-Guided, Anchor-Accurate Navigation of Long Legal Documents in Courtrooms EMNLP 2025
Task-Oriented Dialog Systems for the Senegalese Wolof Language COLING 2025
LLM-Friendly Knowledge Representation for Customer Support COLING 2025
CLAIM: An Intent-Driven Multi-Agent Framework for Analyzing Manipulation in Courtroom Dialogues ACL 2025
LLM ContextBridge: A Hybrid Approach for Intent and Dialogue Understanding in IVSR COLING 2025
GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
Prototypical Human-AI Collaboration Behaviors from LLM-Assisted Writing in the Wild EMNLP 2025
Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025
To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025
Taxonomy of Comprehensive Safety for Clinical Agents EMNLP 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation NAACL 2025
GameTox: A Comprehensive Dataset and Analysis for Enhanced Toxicity Detection in Online Gaming Communities NAACL 2025
Def-DTS: Deductive Reasoning for Open-domain Dialogue Topic Segmentation ACL 2025
FineCite: A Novel Approach For Fine-Grained Citation Context Analysis ACL 2025
Intent-Aware and Hate-Mitigating Counterspeech Generation via Dual-Discriminator Guided LLMs COLING 2024
LANID: LLM-assisted New Intent Discovery COLING 2024