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Gram-Free Synonym Extraction Via SuffixArrays

机译:通过SuffixArrays提取无语法同义词

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This paper proposes a method for implementing real-time synonym search systems. Our final aim is to provide users with an interface with which they can query the system for any length strings and the system returns a list of synonyms of the input string. We propose an efficient algorithm for this operation. The strategy involves indexing documents by suffix arrays and finding adjacent strings of the query by dynamically retrieving its contexts (i.e., strings around the query). The extracted contexts are in turn sent to the suffix arrays to retrieve the strings around the contexts, which are likely to contain the synonyms of the query string.
机译:本文提出了一种实现实时同义词搜索系统的方法。我们的最终目标是为用户提供一个界面,用户可以使用该界面查询系统中的任何长度的字符串,并且系统返回输入字符串的同义词列表。我们为该操作提出了一种有效的算法。该策略涉及通过后缀数组为文档建立索引,并通过动态检索其上下文(即查询周围的字符串)来查找查询的相邻字符串。提取的上下文又被发送到后缀数组,以检索上下文周围的字符串,这些字符串很可能包含查询字符串的同义词。

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