String similarity and PAM-like matrices for cognate identification

We present a new automatic learning system for cognate identification. We design a linguistic-inspired substitution matrix to align sensibly our training dataset. We introduce a PAM-like technique, similar to the one successfully used in biological sequence analysis, in order to learn substitution p...

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Bibliographic Details
Main Authors: Antonella Delmestri, Nello Cristianini
Format: Article
Language:English
Published: Editura Universitatii din Bucuresti 2010-01-01
Series:Bucharest Working Papers in Linguistics
Subjects:
Online Access:http://bwpl.unibuc.ro/index.pl/string_similarity_and_pam-like_matrices_for_cognate_identification