Automating the Initial Development of Intent-Based Task-Oriented Dialog Systems Using Large Language Models: Experiences and Challenges

Computers, materials & continua/Computers, materials & continua (Print) 2026 Open access

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Authors: Ksenia Kharitonova, David Pérez‐Fernández, Zoraida Callejas, David Griol
DOI: 10.32604/cmc.2026.075777
Cited by: 0

Abstract

Building reliable intent-based, task-oriented dialog systems typically requires substantial manual effort: designers must derive intents, entities, responses, and control logic from raw conversational data, then iterate until... | Find, read and cite all the research you need on Tech Science Press

Fields of Study & Subjects

Speech and dialogue systems AI in Service Interactions Natural Language Processing Techniques

Publication details

Journal / source
Computers, materials & continua/Computers, materials & continua (Print)
Volume
87
Issue
2
Pages
1–10
Publication date
1 January 2026
Language
EN