## Taakbalk

- navigatie
- subnavigatie
- inhoud

- home
- wie is wie
- organigram
- contact
- intranet
- english

zoekterm:

## Navigatie

- Over K.U.Leuven
- Onderwijs
- Onderzoek
- Toekomstige studenten
- Studenten
- Alumni
- Faciliteiten
- Bibliotheken
- Faculteiten & Departementen
- Internationaal

# Token Vector Spaces

This directory contains the token vector spaces for 181 synsets (concept profiles) visualized with GoogleVis. Per synset, the plots map the semantic distances between the tokens of the types belonging to the synset. This allows to explore to what extent two near-synonyms indeed overlap in meaning and contextual usage.
Token Vector Spaces are a corpus-based, computational linguistic method to capture the meaning of individual occurrences of words (token). They belong to the general class of distributional models of lexical semantics (see Turney & Pantel for an overview). Different implementations exist, but the models below make use of so-called Second Order Co-occurrences, a technique first developed by Hinrich Schütze (1998) for the task of Word Sense Discrimination.The novelty is that we reduce the high-dimensional vector representation of each token to a 2 dimensional visualization through Multidimensional Scaling (MDS), using the isoMDS function from the MASS library in R. The interactive plots have been created using the R-package googleVis (Gesmann & De Castillo 2011) which offers an interface between the statistical software R and the Google Visualisation API.

aandoening unweighted/weighted aanvaller unweighted/weighted aanvoer unweighted/weighted aanwezigheid unweighted/weighted aanzien unweighted/weighted aardbeving unweighted/weighted actievoerder unweighted/weighted adempauze unweighted/weighted afbraak unweighted/weighted afronding unweighted/weighted afstammeling unweighted/weighted ambitie unweighted/weighted anekdote unweighted/weighted appartement unweighted/weighted argwaan unweighted/weighted assistent_trainer unweighted/weighted auto unweighted/weighted auto_producent unweighted/weighted autonomie unweighted/weighted bedrijventerrein unweighted/weighted beeldscherm unweighted/weighted beginfase unweighted/weighted belangstelling unweighted/weighted belediging unweighted/weighted beleving unweighted/weighted beurs_index unweighted/weighted bioscoop unweighted/weighted bladzij unweighted/weighted bombardement unweighted/weighted botsing unweighted/weighted brandweer unweighted/weighted bulldozer unweighted/weighted buurtbewoner unweighted/weighted cannabis unweighted/weighted chip_producent unweighted/weighted circuit unweighted/weighted comeback unweighted/weighted commotie unweighted/weighted congres unweighted/weighted counter unweighted/weighted crimineel unweighted/weighted demonstrant unweighted/weighted deskundigheid unweighted/weighted dictatuur unweighted/weighted discretie unweighted/weighted discussie unweighted/weighted dokter unweighted/weighted dominantie unweighted/weighted donker unweighted/weighted drug_gebruiker unweighted/weighted duisternis unweighted/weighted elite_troep unweighted/weighted ellende unweighted/weighted erfenis unweighted/weighted excuus unweighted/weighted executie unweighted/weighted expertise unweighted/weighted explosie unweighted/weighted fantasie unweighted/weighted fascisme unweighted/weighted | fenomeen unweighted/weighted fiasco unweighted/weighted filmmaker unweighted/weighted flora unweighted/weighted folder unweighted/weighted fundamentalisme unweighted/weighted getuigenis unweighted/weighted gevangenschap unweighted/weighted glimlach unweighted/weighted globalisering unweighted/weighted grootte unweighted/weighted hartinfarct unweighted/weighted hiaat unweighted/weighted hoeveelheid unweighted/weighted homo unweighted/weighted identiteit_papier unweighted/weighted impact unweighted/weighted import unweighted/weighted inbreuk /weighted industrieterrein unweighted/weighted internetprovider unweighted/weighted invalshoek unweighted/weighted investeerder unweighted/weighted invoering unweighted/weighted jongeman unweighted/weighted jongere unweighted/weighted kat unweighted/weighted keer unweighted/weighted kerel unweighted/weighted koppel unweighted/weighted kou unweighted/weighted kreet unweighted/weighted kwetsuur unweighted/weighted lacune unweighted/weighted landingsbaan unweighted/weighted leraar unweighted/weighted luchtverkeer unweighted/weighted manier unweighted/weighted mens_handel unweighted/weighted merendeel unweighted/weighted methode unweighted/weighted metropool unweighted/weighted ministerschap unweighted/weighted mislukking unweighted/weighted mum unweighted/weighted muzikant unweighted/weighted nazaat unweighted/weighted notie unweighted/weighted notitie unweighted/weighted ommezwaai unweighted/weighted onderzoeker unweighted/weighted opa unweighted/weighted ophef unweighted/weighted opiniepeiling unweighted/weighted opkomst unweighted/weighted opponent unweighted/weighted opstandeling unweighted/weighted opvatting unweighted/weighted overdaad unweighted/weighted overkant unweighted/weighted overmacht unweighted/weighted overname unweighted/weighted | paspoort unweighted/weighted peiling unweighted/weighted pen unweighted/weighted plaats unweighted/weighted plekke unweighted/weighted plezier unweighted/weighted ploeg unweighted/weighted politie_dienst unweighted/weighted porno unweighted/weighted principe unweighted/weighted protest unweighted/weighted puin unweighted/weighted ranglijst unweighted/weighted regeringsleger unweighted/weighted religie unweighted/weighted roddel unweighted/weighted rommel unweighted/weighted samenvoeging unweighted/weighted saxofoon unweighted/weighted schatting unweighted/weighted school_directeur unweighted/weighted schoolhoofd unweighted/weighted schrijver unweighted/weighted situatie unweighted/weighted slogan unweighted/weighted sportman unweighted/weighted staatsgreep unweighted/weighted standaard unweighted/weighted steward unweighted/weighted struikelblok unweighted/weighted supporter unweighted/weighted tank_station unweighted/weighted televisie_kijker unweighted/weighted televisie_station unweighted/weighted teloorgang unweighted/weighted terrein_wagen unweighted/weighted tijdsbestek unweighted/weighted toilet unweighted/weighted top_schutter unweighted/weighted traditie unweighted/weighted treffer unweighted/weighted trucker unweighted/weighted uitwas unweighted/weighted valreep unweighted/weighted vechtlust unweighted/weighted verdieping unweighted/weighted verscheidenheid unweighted/weighted verslag unweighted/weighted vesting unweighted/weighted vliegveld unweighted/weighted vondst unweighted/weighted warenhuis_keten unweighted/weighted wegwijzer unweighted/weighted wijziging unweighted/weighted windstoot unweighted/weighted winkel_pand unweighted/weighted winst_verwachting unweighted/weighted woede unweighted/weighted wrok unweighted/weighted xenofobie unweighted/weighted