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Sense disambiguation for Marathi language words using decision graph method

机译：基于决策图法的马拉地语单词歧义消除

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摘要

“Sense Disambiguation” is a simple task of assigning appropriate sense (meaning) for an ambiguous word in a given context. Word sense disambiguation is very crucial, and it is used in many application of computational linguistics. In Natural Language Processing, many methods are available for performing the word sense disambiguation. In our proposed work, we are using Graph-based algorithm, through which word ambiguity is resolved based on their senses and context domain. In Graph-based algorithm, a graph is created that comprises the word which is to be disambiguated with their corresponding candidate sense. In the proposed work, sense disambiguation has been done for Marathi language words. Through Marathi WordNet [4] prepared by IIT-Bombay, multiple senses of Marathi word has been explored.
机译：“歧义消除”是一项简单的任务，为给定上下文中的歧义词分配适当的意义（含义）。词义消歧非常关键，并且在计算语言学的许多应用中得到使用。在自然语言处理中，许多方法可用于执行单词义消歧。在我们提出的工作中，我们使用基于图的算法，通过该算法，可以基于单词的含义和上下文域来解决单词歧义。在基于图的算法中，创建了一个图，该图包括要与相应的候选意义消除歧义的单词。在拟议的工作中，马拉地语单词已在意义上消除了歧义。通过IIT-Bombay编写的Marathi WordNet [4]，对Marathi单词的多种含义进行了探索。

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