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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

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

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    IN - Informatics

  • OECD FORD branch

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

  • e-ISSN

  • 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