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Application of Topic Models to Judgments from Public Procurement Domain
(IOSPress, 2014-12)
In this work, automatic analysis of themes contained in a large corpora of judgments from public procurement domain is performed. The employed technique is unsupervised latent Dirichlet allocation (LDA). In addition, it ...
Computational study of structural and elastic properties of random AlGaInN alloys
(IOP Publishing, 2010-04-26)
In this work we present a detailed computational study of the
structural and elastic properties of cubic AlGaInN alloys in the
framework of Keating valence force field model, for which we perform an accurate parametrization ...
Towards robust tags for scientific publications from natural language processing tools and Wikipedia
(Springer, 2015)
In this work, two simple methods of tagging
scientific publications with labels reflecting their content
are presented and compared. As a first source of labels,
Wikipedia is employed. A second label set is constructed
from ...
Tagging Scientific Publications using Wikipedia and Natural Language Processing Tools. Comparison on the ArXiv Dataset
(Springer, 2014)
In this work, we compare two simple methods of tagging
scientific publications with labels reflecting their content. As a first source
of labels Wikipedia is employed, second label set is constructed from
the noun phrases ...
Unsupervised Keyword Extraction From Polish Legal Texts
(Springer, 2014)
In this work, we present an application of the recently pro-
posed unsupervised keyword extraction algorithm RAKE to a corpus of
Polish legal texts from the field of public procurement. RAKE is essen-
tially a language ...