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Introducing Semantic Labels into the DeriNet Network
by
Kyjánek, Lukáš
, Ševčíková, Magda
in
comparative semantic concepts
/ Czech language
/ derivation
/ Derivation (Morphology)
/ Diminutives and augmentatives
/ Labeling
/ Machine learning
/ Meaning
/ Nouns
/ Semantic categories
/ semantic category
/ Semantics
/ suffix
/ Suffixes
/ Word meaning
2019
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Introducing Semantic Labels into the DeriNet Network
by
Kyjánek, Lukáš
, Ševčíková, Magda
in
comparative semantic concepts
/ Czech language
/ derivation
/ Derivation (Morphology)
/ Diminutives and augmentatives
/ Labeling
/ Machine learning
/ Meaning
/ Nouns
/ Semantic categories
/ semantic category
/ Semantics
/ suffix
/ Suffixes
/ Word meaning
2019
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Do you wish to request the book?
Introducing Semantic Labels into the DeriNet Network
by
Kyjánek, Lukáš
, Ševčíková, Magda
in
comparative semantic concepts
/ Czech language
/ derivation
/ Derivation (Morphology)
/ Diminutives and augmentatives
/ Labeling
/ Machine learning
/ Meaning
/ Nouns
/ Semantic categories
/ semantic category
/ Semantics
/ suffix
/ Suffixes
/ Word meaning
2019
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Journal Article
Introducing Semantic Labels into the DeriNet Network
2019
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Overview
The paper describes a semi-automatic procedure introducing semantic labels into the DeriNet network, which is a large, freely available resource modeling derivational relations in the lexicon of Czech. The data were assigned labels corresponding to five semantic categories (diminutives, possessives, female nouns, iteratives, and aspectual meanings) by a machine learning model, which achieved excellent results in terms of both precision and recall.
Publisher
Sciendo,De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
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