Evaluation of the Quality of ChatGPT in Translating Texts on Indonesian War of Independence From Dutch to Indonesian

ChatGPT has been proven to have good translation capabilities. However, for texts in certain specific domains, the quality of the ChatGPT translation results still needs to be verified. This paper presents a preliminary work on the evaluation of the quality of ChatGPT in translating Dutch texts on the Indonesian War of Independence to Indonesian. We compare ChatGPT translation against Google Translate, using Bilingual Evaluation Understudy (BLEU) and Semantic Text Similarity (STS) scores. The scores were calculated between the provided human translation references and both machine translation outputs. ChatGPT has an average BLEU score 0.24 and an average STS score 0.80. Meanwhile, Google Translate has scores 0.25 and 0.79, respectively. This result shows that ChatGPT and Google Translate have comparable capability in translating the text under study.

Authors

Institutions

Publication Details

Published
2024-10-09
DOI
https://doi.org/10.1109/ic3ina64086.2024.10732746
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Evaluation of the Quality of ChatGPT in Translating Texts on Indonesian War of Independence From Dutch to Indonesian

Dian Isnaeni Nurul Afra, Mohammad Teduh Uliniansyah, Tri Sampurno, Topan Try Harmanda
Artificial Intelligence in Healthcare and Education
article

Evaluation of the Quality of ChatGPT in Translating Texts on Indonesian War of Independence From Dutch to Indonesian

Dian Isnaeni Nurul Afra, Mohammad Teduh Uliniansyah, Tri Sampurno, Topan Try Harmanda
article en

Abstract

ChatGPT has been proven to have good translation capabilities. However, for texts in certain specific domains, the quality of the ChatGPT translation results still needs to be verified. This paper presents a preliminary work on the evaluation of the quality of ChatGPT in translating Dutch texts on the Indonesian War of Independence to Indonesian. We compare ChatGPT translation against Google Translate, using Bilingual Evaluation Understudy (BLEU) and Semantic Text Similarity (STS) scores. The scores were calculated between the provided human translation references and both machine translation outputs. ChatGPT has an average BLEU score 0.24 and an average STS score 0.80. Meanwhile, Google Translate has scores 0.25 and 0.79, respectively. This result shows that ChatGPT and Google Translate have comparable capability in translating the text under study.

National Research and Innovation Agency (ID)
Openalex Percentile: Top 86%
Artificial Intelligence in Healthcare and Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Evaluation of the Quality of ChatGPT in Translating Texts on Indonesian War of Independence From Dutch to Indonesian — Dian Isnaeni Nurul Afra, Mohammad Teduh Uliniansyah, et al. · (2024) | TGRS Research Map | TGRS