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Feature instability as a criterion for selecting potential style markers

✍ Scribed by Moshe Koppel; Navot Akiva; Ido Dagan


Publisher
John Wiley and Sons
Year
2006
Tongue
English
Weight
152 KB
Volume
57
Category
Article
ISSN
1532-2882

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✦ Synopsis


Abstract

We introduce a new measure on linguistic features, called stability, which captures the extent to which a language element such as a word or a syntactic construct is replaceable by semantically equivalent elements. This measure may be perceived as quantifying the degree of available “synonymy” for a language item. We show that frequent, but unstable, features are especially useful as discriminators of an author's writing style.