Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text

This article presents a method of classification of nouns into semantic groups based on statistical inference. The algorithm uses the inflectional dictionary of the Polish language and a corpus of texts to analyse adjective-noun relationships. The semantic groups are consistent with the categorizati...

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Bibliographic Details
Main Authors:	Marek Krezolek, Marek Gajecki
Format:	Article
Language:	English
Published:	AGH University of Science and Technology Press 2003-01-01
Series:	Computer Science
Subjects:	Natural language processing
Online Access:	http://www.csci.agh.edu.pl/47/1/cs2003%2D02.pdf

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spelling	doaj-8de3e3c859bb4961a9ed49826abe13202020-11-24T20:54:25ZengAGH University of Science and Technology PressComputer Science1508-28062003-01-01512739Automatic Classification of Nouns into Semantic Groups Using a Corpus of TextMarek KrezolekMarek GajeckiThis article presents a method of classification of nouns into semantic groups based on statistical inference. The algorithm uses the inflectional dictionary of the Polish language and a corpus of texts to analyse adjective-noun relationships. The semantic groups are consistent with the categorization in the WordNet dictionary. The classification of nouns into semantic groups is a small step towards constructing a semantic dictionary for the Polish language. http://www.csci.agh.edu.pl/47/1/cs2003%2D02.pdfNatural language processing
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Marek Krezolek Marek Gajecki
spellingShingle	Marek Krezolek Marek Gajecki Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text Computer Science Natural language processing
author_facet	Marek Krezolek Marek Gajecki
author_sort	Marek Krezolek
title	Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text
title_short	Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text
title_full	Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text
title_fullStr	Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text
title_full_unstemmed	Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text
title_sort	automatic classification of nouns into semantic groups using a corpus of text
publisher	AGH University of Science and Technology Press
series	Computer Science
issn	1508-2806
publishDate	2003-01-01
description	This article presents a method of classification of nouns into semantic groups based on statistical inference. The algorithm uses the inflectional dictionary of the Polish language and a corpus of texts to analyse adjective-noun relationships. The semantic groups are consistent with the categorization in the WordNet dictionary. The classification of nouns into semantic groups is a small step towards constructing a semantic dictionary for the Polish language.
topic	Natural language processing
url	http://www.csci.agh.edu.pl/47/1/cs2003%2D02.pdf
work_keys_str_mv	AT marekkrezolek automaticclassificationofnounsintosemanticgroupsusingacorpusoftext AT marekgajecki automaticclassificationofnounsintosemanticgroupsusingacorpusoftext
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Automatic Classification of Nouns into Semantic Groups Using a Corpus of Text

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