Single n-gram stemming

J. Mayfield, Paul McNamee
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引用次数: 120

Abstract

Stemming can improve retrieval accuracy, but stemmers are language-specific. Character n-gram tokenization achieves many of the benefits of stemming in a language independent way, but its use incurs a performance penalty. We demonstrate that selection of a single n-gram as a pseudo-stem for a word can be an effective and efficient language-neutral approach for some languages.
单n图词干提取
词干提取可以提高检索的准确性,但是词干提取是特定于语言的。字符n-gram标记化以独立于语言的方式实现了词干提取的许多好处,但它的使用会带来性能损失。我们证明了选择单个n-gram作为单词的伪干对于某些语言来说是一种有效和高效的语言中立方法。
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