Similarity of sentences through comparison of syntactic trees with pairs of similar words

Karla Duran, José Rodríguez, Maricela Claudia Bravo
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引用次数: 6

Abstract

The comparison of sentences has several applications and they can be addressed by different approaches. One of them is to compare a pair of sentences through analysis of syntactic trees. In this work we present a method to evaluate the similarity between a pair of sentences, through the comparison of syntactic trees. The method makes an exploration of branches of trees trying to find similar nodes between them, giving a degree of similarity by each comparison. The method is designed to take into account the type of each node and, the number of them on each tree and the nodes to match on trees compared, i.e. this proposal considers all of nodes and not only if one tree is contained into another tree.
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通过比较语法树和相似词对来确定句子的相似性
句子的比较有几种应用,可以通过不同的方法来解决。其中一种方法是通过分析句法树来比较一对句子。在这项工作中,我们提出了一种通过句法树的比较来评估一对句子之间相似性的方法。该方法对树的分支进行探索,试图找到它们之间的相似节点,并通过每次比较给出一个相似度。该方法的设计考虑了每个节点的类型、每棵树上节点的数量以及在树上比较匹配的节点,即该方案考虑了所有节点,而不仅仅是一个树包含在另一个树中。
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