Optimising ChatGPT for creativity in literary translation:A case study from English into Dutch, Chinese, Catalan and Spanish

This study examines the variability of ChatGPT's machine translation (MT) outputs across six different configurations in four languages, with a focus on creativity in a literary text. We evaluate GPT translations in different text granularity levels, temperature settings and prompting strategies with a Creativity Score formula. We found that prompting ChatGPT with a minimal instruction yields the best creative translations, with Translate the following text into [TG] creatively at the temperature of 1.0 outperforming other configurations and DeepL in Spanish, Dutch, and Chinese. Nonetheless, ChatGPT consistently underperforms compared to human translation (HT). All the code and data are available at Repository URL will be provided with camera-ready version.

Publication Details

Journal
University of Groningen research database (University of Groningen / Centre for Information Technology)
Published
2025-06-01
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
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article

Optimising ChatGPT for creativity in literary translation:A case study from English into Dutch, Chinese, Catalan and Spanish

University of Groningen research database (University of Groningen / Centre for Information Technology)
Artificial Intelligence in Healthcare and Education
article

Optimising ChatGPT for creativity in literary translation:A case study from English into Dutch, Chinese, Catalan and Spanish

article en

Abstract

This study examines the variability of ChatGPT's machine translation (MT) outputs across six different configurations in four languages, with a focus on creativity in a literary text. We evaluate GPT translations in different text granularity levels, temperature settings and prompting strategies with a Creativity Score formula. We found that prompting ChatGPT with a minimal instruction yields the best creative translations, with Translate the following text into [TG] creatively at the temperature of 1.0 outperforming other configurations and DeepL in Spanish, Dutch, and Chinese. Nonetheless, ChatGPT consistently underperforms compared to human translation (HT). All the code and data are available at Repository URL will be provided with camera-ready version.

University of Groningen research database (University of Groningen / Centre for Information Technology)
Quality Education
Openalex Percentile: Top 47%
Artificial Intelligence in Healthcare and Education
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Optimising ChatGPT for creativity in literary translation:A case study from English into Dutch, Chinese, Catalan and Spanish · University of Groningen research database (University of Groningen / Centre for Information Technology) (2025) | TGRS Research Map | TGRS