A Slightly-modified GI-based Author-verifier with Lots of Features (ASGALF)
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This paper presents the performance evaluation of an authorship verification technique that is based on a modified version of General Impostors (GI) [2]. The novelties of this implementation are: 1. a modified way of combining the min-max similarity measure and, 2. a relatively large set of diverse features that spans letter-level, word-level, function word-level, word shape-level, and word tag-level features. The technique ranked high in overall in the author identification task of PAN 2014.
[1] Efstathios Stamatatos,et al. Overview of the Author Identification Task at PAN 2013 , 2013, CLEF.
[2] Moshe Koppel,et al. Automatically Identifying Pseudepigraphic Texts , 2013, EMNLP.