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Semantic representation of texts in Indian languages — A review

机译:印度语言文字的语义表示形式

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Semantic representations is a type of high level abstractions. In other way, it can be specified as an abstract language for the meaning representations of the given text. Semantic representation is a structured type representation of the meanings. It has many applications in the Natural language processing field like Information retrieval, semantic web, Machine translation, document classification, Text summarization, question answer systems etc. The conventional representation method of text is the bag-of-words method. They consider the text as bag-of-words. The disadvantage of those methods is that they do not consider the meaning and the ideas that the text document intends to convey. Various methods are employed to represent a text document. But limited works are only done in Malayalam language. In this paper, we inspect different methods that were adopted for the text representation of Indian Languages.
机译:语义表示是高级抽象的一种。换句话说,可以将其指定为给定文本的含义表示的抽象语言。语义表示是含义的结构化类型表示。它在自然语言处理领域有许多应用,例如信息检索,语义网,机器翻译,文档分类,文本摘要,问题解答系统等。文本的常规表示方法是词袋法。他们认为文本是“词袋”。这些方法的缺点是它们没有考虑文本文档打算传达的含义和思想。采用各种方法来表示文本文档。但是有限的工作只能用马拉雅拉姆语完成。在本文中,我们检查了印度语言的文本表示所采用的不同方法。

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