一个跨时代对比的解模型,用于古代中国人的理解
Yuting Wei1, Yangfu Zhu1, Ting Bai1
1Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia, Beijing University of Posts and Telecommunications, Beijing 100876, China.
概括
本研究引入了一种新的跨时代对比解模型 (CCDM),通过弥合语义和语法差距与现代汉语的差距,提高对古代汉语的理解. 该模型在六个古老的中国任务上显著优于现有的方法.
科学领域:
- 计算语言学 计算语言学
- 历史语言学 历史语言学
- 自然语言处理自然语言处理.
背景情况:
- 古代中国人对于理解中国的历史和文化至关重要.
- 现有的方法在古代和现代汉语之间的语义和语法差异上扎.
- 这些差异导致古代中国文本分析中的误解.
研究的目的:
- 提出一种新的语言预培训框架,以了解古代中国人.
- 为了弥合古代和现代中文之间的语义和语法差距.
- 为了提高古代中国文本分析和解释的准确性.
主要方法:
- 开发了一种跨时间的对比解模型 (CCDM).
- 利用一个平行的古老现代语料库进行跨时代数据增强.
- 采用解和重建技术来增强体.
- 应用跨时间对比学习用于模型培训.
主要成果:
- "CCDM框架显著超过了最先进的基线.
- 在六个不同的古代中国理解任务中取得了卓越的表现.
- 证明了跨时间对比学习和数据增强的有效性.
结论:
- 拟议的CCDM框架有效地解决了古代中国理解的挑战.
- 该模型成功地弥合了古代和现代中文之间的语言差距.
- 该框架显示了对其他进化语言的应用潜力.
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