释和翻译:亲密关系的重要性
Diana Santos1,2, Anabela Barreiro2,3
1Department of Literature, Area Studies and European Languages, University of Oslo, Oslo, Norway.
Open research Europe
|March 14, 2025
概括
这项研究探讨了计算语言学中的表述生成和检测,将其与机器翻译联系起来. 它强调近同义作为一个共同的概念,需要正式化,以便在两个领域进行更好的评估.
科学领域:
- 计算语言学 计算语言学
- 自然语言处理自然语言处理.
- 机器翻译 机器翻译
背景情况:
- 释是计算语言学中的一个关键概念.
- 现有的研究往往忽略了对译文和翻译研究之间的联系.
- 机器翻译与表述任务共享评估挑战.
研究的目的:
- 丰富对计算语言学中对表述的理解.
- 为了在表述和机器翻译之间进行并行.
- 突出共同的评估问题和接近同义的概念.
主要方法:
- 对表述生成和检测任务进行比较分析.
- 探索翻译和释中的评估方法.
- 概念框架开发,重点关注近等价性.
主要成果:
- 确定了两个不同的任务:转述生成和转述检测.
- 突出了翻译和转述之间许多共同的评估点.
- 作为一个共同的挑战,建立了近同义词/近等价值.
结论:
- 释和机器翻译共享的基本概念,如近同义词.
- 将近等价的正式化对于推进这两个领域至关重要.
- 跨学科的洞察力可以改善评估指标和任务理解.
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