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4 years ago

Automatic Extraction of Examples for Word Sense Disambiguation

Automatic Extraction of Examples for Word Sense Disambiguation

Erklärung Hiermit

Erklärung Hiermit versichere ich, dass ich die vorgelegte Arbeit selbstständig und nur mit den angegebe- nen Quellen und Hilfsmitteln einschließlich des www und anderer elektronischer Quellen ange- fertigt habe. Alle Stellen der Arbeit, die ich anderen Werken dem Wortlaut oder dem Sinne nach entnommen habe, sind kenntlich gemacht. Desislava Zhekova 1

Abstract In the following thesis we present a memory-based word sense disambiguation system, which makes use of automatic feature selection and minimal parameter optimization. We show that the system performs competitive to other state-of-art systems and use it further for evaluation of automatically acquired data for word sense disambiguation. The goal of the thesis is to demonstrate that automatically extracted examples for word sense disambiguation can help increase the performance of supervised approaches. We conducted sev- eral experiments and discussed their results in order to illustrate the advantages and disadvan- tages of the automatically acquired data. 2

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