Various Approaches to Text Representation for Named Entity Disambiguation

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F12%3A10132016" target="_blank" >RIV/00216208:11320/12:10132016 - isvavai.cz</a>
Alternative codes found
RIV/68407700:21240/12:00197088
Result on the web
<a href="http://research.i-lasek.cz/_media/iiwas2012_lasek.pdf" target="_blank" >http://research.i-lasek.cz/_media/iiwas2012_lasek.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Various Approaches to Text Representation for Named Entity Disambiguation
Original language description
In this paper, we focus on the problem of named entity disambiguation. We disambiguate named entities on a very detailed level. To each entity is assigned a concrete identifier of a corresponding Wikipedia article describing the entity. For such a fine grained disambiguation a correct representation of a context is crucial. We compare various context representations: bag of words representation, linguistic representation and structured co-occurrence representation of the context. Models for each representation are described and evaluated.
Czech name
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Czech description
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Project
<a href="/en/project/GAP202%2F10%2F0761" target="_blank" >GAP202/10/0761: Web Semantization</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of Information Integration and Web-based Applications & Services
ISBN
978-1-4503-1306-3
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
256-262
Publisher name
ACM Press
Place of publication
New York
Event location
Bali, Indonesia
Event date
Dec 3, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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