Comparative Analysis of Generic and Fine-Tuned Large Language Models for Conversational Agent Systems

In the rapidly evolving domain of conversational agents, the integration of Large Language Models (LLMs) into Chatbot Development Platforms (CDPs) is a significant innovation. This study compares the efficacy of employing generic and fine-tuned GPT-3.5-turbo models for designing dialog flows, focusi...

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Bibliographic Details

Published in:	Robotics
Main Authors:	Laura Villa, David Carneros-Prado, Cosmin C. Dobrescu, Adrián Sánchez-Miguel, Guillermo Cubero, Ramón Hervás
Format:	Article
Language:	English
Published:	MDPI AG 2024-04-01
Subjects:	large language model dialog model design conversational agents chatbot chatbot development platform intent classification
Online Access:	https://www.mdpi.com/2218-6581/13/5/68