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Intent Classification

514 directly classified papers

Papers per year

Papers

Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues ACL 2025
Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study COLING 2025
Findings of the VarDial Evaluation Campaign 2025: The NorSID Shared Task on Norwegian Slot, Intent and Dialect Identification COLING 2025
CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
Detecting Conversational Mental Manipulation with Intent-Aware Prompting COLING 2025
User Willingness-aware Sales Talk Dataset COLING 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response NAACL 2025
LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025
REIC: RAG-Enhanced Intent Classification at Scale EMNLP 2025
MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews AACL 2025
On Collaborating Small and Large Models For Few-shot Intent Detection EMNLP 2025
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI COLING 2025
LTG at VarDial 2025 NorSID: More and Better Training Data for Slot and Intent Detection COLING 2025
SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025
Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025
On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025
Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025
Fine-Tuning Medium-Scale LLMs for Joint Intent Classification and Slot Filling: A Data-Efficient and Cost-Effective Solution for SMEs COLING 2025
CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions ACL 2025
Audio Query Handling System with Integrated Expert Models and Contextual Understanding EMNLP 2025
LLM-Guided Lifecycle-Aware Clustering of Multi-Turn Customer Support Conversations IJCNLP 2025
INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages ACL 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025
Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models EMNLP 2025