Use of Machine Learning to Extract Single Terms

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15 Οκτ 2013 (πριν από 3 χρόνια και 6 μήνες)

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Use of Machine Learning to Extract Single Terms


Yury M. Logachev (
yulogachev@gmail.com
)

Faculty of Computational Mathematics and Cybernetics of Lomonosov Moscow
State University


Natalia V.Loukachevitch (
louk@mail.cir.ru
)

Scientific Research Computing Center of

Lomonosov Moscow State University



The paper describes the method of automatic extraction of single terms. Multiple features of words are computed
on the basis of

a domain
-
specific collection, snippets of an Internet se
a
rch engine.
The

features are combined
using machine learning methods. We show that combination of word features leads to the best perfo
r
mance of
the

single term extraction procedure.