Exploring the Capabilities of ChatGPT in Machine Translation
Date Issued
January 9, 2025
Type
Μεταπτυχιακή Διπλωματική Εργασία
Abstract
Amidst the growing interest in AI-driven language models and their extensive application in translation tasks, this Master's Thesis seeks to provide empirical insights into ChatGPT’s efficacy as a machine translation tool specifically for the Greek language, a low-resource language. Furthermore, this research explores the potential optimization of the model’s translation capabilities through the implementation of various prompting strategies. The evaluation framework employed in this study involves a multifaceted approach, combining human evaluation and automatic evaluation metrics across diverse text domains. The primary objectives of this study are to assess the machine translation capabilities of ChatGPT, identify optimal prompting strategies that enhance the quality of the model’s translation outputs and evaluate its potential for professional utilization within the translation industry.
Subjects