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dc.contributor.authorCuadros Oller, Montserrat
dc.contributor.authorRigau Claramunt, German
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics
dc.date.accessioned2010-11-25T11:47:41Z
dc.date.available2010-11-25T11:47:41Z
dc.date.created2008
dc.date.issued2008
dc.identifier.citationCuadros, M.; Rigau, G. KnowNet: A proposal for building highly connected and dense knowledge bases from the web. A: Symposium on Semantics in Systems for Text Processing. "First Symposium on Semantics in Systems for Text Processing". Venècia: 2008, p. 1-8.
dc.identifier.urihttp://hdl.handle.net/2117/10405
dc.description.abstractThis paper presents a new fully automatic method for building highly dense and accurate knowledge bases from existing semantic resources. Basically, the method uses a wide-coverage and accurate nowledge-based Word Sense Disambiguation algorithm to assign the most appropriate senses to large sets of topically related words acquired from the web. KnowNet, the resulting knowledge-base which connects large sets of semantically-related concepts is a major step towards the autonomous acquisition of knowledge from raw corpora. In fact, KnowNet is several times larger than any available knowledge resource encoding relations between synsets, and the knowledge KnowNet contains outperform any other resource when is empirically evaluated in a common multilingual framework.
dc.format.extent8 p.
dc.language.isoeng
dc.subjectÀrees temàtiques de la UPC::Informàtica::Intel·ligència artificial::Llenguatge natural
dc.subject.lcshKnowNet
dc.subject.lcshNatural language processing (Computer science)
dc.subject.lcshKYOTO project
dc.titleKnowNet: A proposal for building highly connected and dense knowledge bases from the web
dc.typeConference report
dc.subject.lemacLlenguatge natural (Informàtica) -- Processament
dc.contributor.groupUniversitat Politècnica de Catalunya. GPLN - Grup de Processament del Llenguatge Natural
dc.description.peerreviewedPeer Reviewed
dc.rights.accessOpen Access
local.identifier.drac3238983
dc.description.versionPreprint (author's version)
local.citation.authorCuadros, M.; Rigau, G.
local.citation.contributorSymposium on Semantics in Systems for Text Processing
local.citation.pubplaceVenècia
local.citation.publicationNameFirst Symposium on Semantics in Systems for Text Processing
local.citation.startingPage1
local.citation.endingPage8


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