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IMPROVED MACHINE TRANSLATION USING VECTOR SPACE REPRESENTATIONS

机译:使用矢量空间表示改进的机器翻译

摘要

An embodiment of the present invention provides a method for automatically translating text(500). First, a conceptual representation space is generated based on source-language documents and target-language documents, wherein respective terms from the source-language and target- language documents have a representation in the conceptual representation space (530), Second, a new source- language document is represented in the conceptual representation space, wherein a subset of terms in the new source-language document is represented in the conceptual representation space (540), such that each term in the subset'has a representation in the conceptual representation space. Then, a term in the new source-language document is automatically translated into a corresponding target-language term based on a similarity between the representation of the term and the representation of the corresponding target-language term (550).
机译:本发明的实施例提供一种用于自动翻译文本的方法(500)。首先,基于源语言文档和目标语言文档生成概念表示空间,其中来自源语言和目标语言文档的各个术语在概念表示空间中具有表示(530),其次,新的源-语言文档在概念表示空间中表示,其中新源语言文档中术语的子集在概念表示空间中表示(540),以使子集中的每个术语在概念表示空间中都有表示。然后,基于术语的表示和相应的目标语言术语的表示之间的相似性,将新的源语言文档中的术语自动翻译成相应的目标语言术语(550)。

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