Unsupervised Word Sense Disambiguation with Multilingual Representations
2012-05-01LREC 2012Unverified0· sign in to hype
Fern, Erwin ez-Ordo{\~n}ez, Rada Mihalcea, Samer Hassan
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In this paper we investigate the role of multilingual features in improving word sense disambiguation. In particular, we explore the use of semantic clues derived from context translation to enrich the intended sense and therefore reduce ambiguity. Our experiments demonstrate up to 26\% increase in disambiguation accuracy by utilizing multilingual features as compared to the monolingual baseline.