Evaluation of large language model performance in translating dairy-related content.

IF 1.9 Q3 AGRICULTURE, DAIRY & ANIMAL SCIENCE
Translational Animal Science Pub Date : 2026-08-27 eCollection Date: 2026-01-01 DOI:10.1093/tas/txag130
Anay D Ravelo, Daniela G Carranza, Kaitlyn A Lutz, Wolfgang Heuwieser
{"title":"Evaluation of large language model performance in translating dairy-related content.","authors":"Anay D Ravelo, Daniela G Carranza, Kaitlyn A Lutz, Wolfgang Heuwieser","doi":"10.1093/tas/txag130","DOIUrl":null,"url":null,"abstract":"<p><p>Artificial intelligence's ability to translate dairy-related texts from English to Spanish has not been well described in agriculture. This study aimed to determine the accuracy and comprehensibility of dairy-related translated text generated with ChatGPT (GPT-4o) and to determine the text's appropriateness for a dairy employee. Eight dairy udder health and stockmanship-related English texts were gathered from extension and university websites for translation. Four texts were summaries of 260 words or less and the other four texts were procedure lists with 8 steps. The texts were translated with a large language model (ChatGPT-4o) and displayed in a side-by-side presentation. The presentations were sent to 23 reviewers with a rubric for evaluation of accuracy, comprehensibility, and perception of the translation. Additionally, the reviewers were asked to evaluate if the translations were suitable to be shared with dairy employees. Overall, reviewers \"Strongly agreed\" or \"Agreed\" that the texts were accurately translated, including technical terms, and that the main idea of the text was correctly reproduced. They also \"Strongly agreed\" or \"Agreed\" that the translation was easy to understand, flowed naturally, was clear and coherent, and there was consistent translation of phrases that were repeated. Additionally, reviewers believed that there were \"None\" or \"Few\" instances where the meaning of the text is unclear due to the translation. Finally, the reviewers mostly agreed that they would present the translations to dairy employees. Thus, ChatGPT (GPT-4o) can accurately and comprehensibly translate dairy-related text. However, it is important to still have oversight and review the output.</p>","PeriodicalId":23272,"journal":{"name":"Translational Animal Science","volume":"10 ","pages":"txag130"},"PeriodicalIF":1.9000,"publicationDate":"2026-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13553073/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Translational Animal Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/tas/txag130","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"AGRICULTURE, DAIRY & ANIMAL SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

Artificial intelligence's ability to translate dairy-related texts from English to Spanish has not been well described in agriculture. This study aimed to determine the accuracy and comprehensibility of dairy-related translated text generated with ChatGPT (GPT-4o) and to determine the text's appropriateness for a dairy employee. Eight dairy udder health and stockmanship-related English texts were gathered from extension and university websites for translation. Four texts were summaries of 260 words or less and the other four texts were procedure lists with 8 steps. The texts were translated with a large language model (ChatGPT-4o) and displayed in a side-by-side presentation. The presentations were sent to 23 reviewers with a rubric for evaluation of accuracy, comprehensibility, and perception of the translation. Additionally, the reviewers were asked to evaluate if the translations were suitable to be shared with dairy employees. Overall, reviewers "Strongly agreed" or "Agreed" that the texts were accurately translated, including technical terms, and that the main idea of the text was correctly reproduced. They also "Strongly agreed" or "Agreed" that the translation was easy to understand, flowed naturally, was clear and coherent, and there was consistent translation of phrases that were repeated. Additionally, reviewers believed that there were "None" or "Few" instances where the meaning of the text is unclear due to the translation. Finally, the reviewers mostly agreed that they would present the translations to dairy employees. Thus, ChatGPT (GPT-4o) can accurately and comprehensibly translate dairy-related text. However, it is important to still have oversight and review the output.

大型语言模型在乳品相关内容翻译中的性能评价。
人工智能将乳制品相关文本从英语翻译成西班牙语的能力在农业领域还没有得到很好的描述。本研究旨在确定ChatGPT (gpt - 40)生成的乳制品相关翻译文本的准确性和可理解性,并确定该文本是否适合乳制品员工。从推广和大学网站上收集了八篇与奶牛乳房健康和畜牧业相关的英文文本进行翻译。四篇文章是260字以内的摘要,另外四篇文章是包含8个步骤的程序清单。文本用大型语言模型(chatgpt - 40)进行翻译,并以并排展示的方式显示。这些报告被发送给23位审稿人,审稿人对翻译的准确性、可理解性和感知性进行了评估。此外,审稿人被要求评估翻译是否适合与乳制品员工分享。总的来说,审稿人“强烈同意”或“同意”文本被准确地翻译,包括技术术语,并且文本的主要思想被正确地复制。他们还“非常同意”或“同意”翻译容易理解,流畅自然,清晰连贯,并且重复的短语翻译一致。此外,审稿人认为“没有”或“很少”存在由于翻译而导致文本含义不明确的情况。最后,大多数审稿人都同意将翻译稿提交给乳制品公司的员工。因此,ChatGPT (gpt - 40)可以准确、全面地翻译乳制品相关文本。然而,仍然有监督和审查输出是很重要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Translational Animal Science
Translational Animal Science Veterinary-Veterinary (all)
CiteScore
2.80
自引率
15.40%
发文量
149
审稿时长
8 weeks
期刊介绍: Translational Animal Science (TAS) is the first open access-open review animal science journal, encompassing a broad scope of research topics in animal science. TAS focuses on translating basic science to innovation, and validation of these innovations by various segments of the allied animal industry. Readers of TAS will typically represent education, industry, and government, including research, teaching, administration, extension, management, quality assurance, product development, and technical services. Those interested in TAS typically include animal breeders, economists, embryologists, engineers, food scientists, geneticists, microbiologists, nutritionists, veterinarians, physiologists, processors, public health professionals, and others with an interest in animal production and applied aspects of animal sciences.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书