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1. 1. Extraction of word senses from bilingual resources using graph-based semantic mirroring

   University essay from Interaktiva och kognitiva system; Tekniska högskolan

   Author : Hampus Lilliehöök; [2013]
   Keywords : computational linguistics; natural language processing; data mining; word sense discrimination; semantic mirroring; vector space modeling; cluster analysis; datorlingvistik; språkteknologi; data mining; semantisk spegling; ordbetydelser; vektorrymdsmodeller;

   Abstract : In this thesis we retrieve semantic information that exists implicitly in bilingual data. We gather input data by repeatedly applying the semantic mirroring procedure. The data is then represented by vectors in a large vector space. A resource of synonym clusters is then constructed by performing K-means centroid-based clustering on the vectors. READ MORE