Pattern-based synonym and antonym extraction

ACM SE '10 Pub Date : 2010-04-15 DOI:10.1145/1900008.1900094
Wenbo Wang, Christopher Thomas, A. Sheth, Victor Chan
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引用次数: 30

Abstract

Many research studies adopt manually selected patterns for semantic relation extraction. However, manually identifying and discovering patterns is time consuming and it is difficult to discover all potential candidates. Instead, we propose an automatic pattern construction approach to extract verb synonyms and antonyms from English newspapers. Instead of relying on a single pattern, we combine results indicated by multiple patterns to maximize the recall.
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基于模式的同义词反义词提取
许多研究都采用人工选择模式进行语义关系提取。然而,手动识别和发现模式非常耗时,而且很难发现所有潜在的候选模式。为此,我们提出了一种自动模式构建方法来提取英语报刊中的动词近义词和反义词。我们不依赖单一模式,而是将多个模式显示的结果结合起来,以最大限度地提高召回率。
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