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arXiv 2005.06872cs.CL
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互操作性的范畴论方法

A Category Theory Approach to Interoperability

National Council of Research(国家研究委员会)

Riccardo Del Gratta

摘要:

在这篇文章中,我们提出了一个范畴理论的方法(句法)语言工具之间的互操作性。生成的类别包括文本文档,包括任何语言注释,分析文本并添加其他语言信息的NLP工具,以及格式转换器。格式转换器对于使工具能够读取和产生不同的输出格式是必要的,这是互操作性的关键。本文背后的思想是范畴论中的组合和结合概念与NLP管道之间的并行性。我们展示了如何管道的语言工具可以建模到范畴理论的概念框架,我们成功地将这种方法应用到两个现实生活中的例子。

英文摘要:

In this article, we propose a Category Theory approach to (syntactic) interoperability between linguistic tools. The resulting category consists of textual documents, including any linguistic annotations, NLP tools that analyze texts and add additional linguistic information, and format converters. Format converters are necessary to make the tools both able to read and to produce different output formats, which is the key to interoperability. The idea behind this document is the parallelism between the concepts of composition and associativity in Category Theory with the NLP pipelines. We show how pipelines of linguistic tools can be modeled into the conceptual framework of Category Theory and we successfully apply this method to two real-life examples.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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