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arXiv 2604.16704cs.CLcs.AI

后编辑对也门背景下AI生成翻译的影响:用ChatGPT翻译文学散文

The impact of postediting on AI generative translation in Yemeni context: Translating literary prose by ChatGPT

  • Ibb University(伊卜大学)

机构由 AI 辅助整理,请以论文原文为准。

Nasim Al-wagieh, Mohammed Q. Shormani

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AI总结:

研究探讨AI在文学翻译中的作用,特别是ChatGPT-4,分析人类后编辑在文学翻译中的必要性,发现AI在文化、风格和修辞方面存在局限,需人类参与以确保翻译质量和文化适当性。

AI中文摘要:

本研究探讨人工智能在翻译中的作用,重点研究ChatGPT,特别是ChatGPT-4,分析在文学翻译中人类后编辑的必要性。采用混合方法,30名专业翻译人员评估并后编辑了选定的阿拉伯语和英语文学文本的AI生成翻译。结果显示,尽管AI提高了翻译速度和可及性,但在处理语言的文化、风格和修辞方面仍有限制。参与者普遍确认了人类后编辑的必要性,特别是在小说和戏剧中。研究发现,新兴的人机协作模式而非替代人类翻译家更为重要。研究结论指出,AI应作为支持工具使用,而人类专业知识对于确保翻译质量和文化适当性仍是必不可少的。

英文摘要:

This study examines the role of artificial intelligence in translation, focusing on ChatGPT, specifically ChatGPT-4, and the extent to which human postediting is required in literary translation. A mixed-method approach was adopted, involving 30 professional translators who evaluated and postedited AI-generated translations of selected Arabic and English literary texts. The results show that although AI improves translation speed and accessibility, it remains limited in handling cultural, stylistic, and figurative aspects of language. Participants generally confirmed the necessity of human postediting, particularly in novels and drama. The findings indicate that emerging human-machine collaboration model rather than replacement of human translators. The study concludes that AI should be used as a supportive tool, while human expertise remains essential for ensuring translation quality and cultural appropriateness.

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