Building A Thesaurus Using LDA-Frames
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216224%3A14330%2F12%3A00062319" target="_blank" >RIV/00216224:14330/12:00062319 - isvavai.cz</a>
Result on the web
<a href="http://raslan2012.nlp-consulting.net/" target="_blank" >http://raslan2012.nlp-consulting.net/</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Building A Thesaurus Using LDA-Frames
Original language description
In this paper we present a new method for measuring semantic relatedness of lexical units, which can be used to generate a thesaurus automatically. The method is based on a comparison of probability distributions of semantic frames generated using the LDA-frames algorithm. The idea is evaluated by measuring the overlap of WordNet synsets and generated semantic clusters. The results show that the method outperforms another automatic approach used in the Sketch Engine project.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LM2010013" target="_blank" >LM2010013: LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
6th Workshop on Recent Advances in Slavonic Natural Language Processing
ISBN
9788026303138
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
97-103
Publisher name
Tribun EU
Place of publication
Brno
Event location
Karlova Studánka, Czech Republic
Event date
Dec 7, 2012
Type of event by nationality
CST - Celostátní akce
UT code for WoS article
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