DEAST:用于英语-阿拉伯语科学翻译的数据集,反之亦然
Rana Ehab1,2, Ahmed El-Sawy1,3, Mohammed Aldawsari4
1Department of Computer Science, Faculty of Computers and Artificial Intelligence, Benha University, Benha 13518, Egypt.
Data in brief
|January 9, 2026
概括
本研究引入了第一个阿拉伯语-英语科学文本数据集,解决了在专业领域机器翻译的关键资源缺口.
科学领域:
- 自然语言处理自然语言处理.
- 计算语言学 计算语言学
- 科学翻译 科学翻译
背景情况:
- 科学文本的数量正在迅速增加.
- 特定领域的翻译需要专门的专业知识.
- 显著缺乏高质量的阿拉伯语-英语资源阻碍了科学机器翻译.
研究的目的:
- 为科学文本引入一种新的阿拉伯语-英语数据集.
- 为解决阿拉伯语科学机器翻译的资源短缺问题.
- 促进自然语言处理在专业领域的进步.
主要方法:
- 从各种来源的论文标题收集了阿拉伯语-英语科学文本数据.
- 专门为科学文本翻译编写了一个数据集.
- 专注于标题,以创建一个基础资源.
主要成果:
- 开发了第一个可用的阿拉伯语-英语科学文本数据集.
- 数据集包括学术论文的标题.
- 本资源旨在支持机器翻译领域的研究.
结论:
- 引入的数据集是改善阿拉伯语科学文本翻译的关键一步.
- 它为自然语言处理研究提供了急需的资源.
- 专用数据集的进一步开发对于特定领域的翻译至关重要.
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