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  • 标题:Personalizing PageRank for Word Sense Disambiguation
  • 本地全文:下载
  • 作者:Eneko Agirre ; Aitor Soroa
  • 期刊名称:Conference on European Chapter of the Association for Computational Linguistics (EACL)
  • 出版年度:2009
  • 卷号:2009
  • 出版社:ACL Anthology
  • 摘要:In this paper we propose a new graphbased method that uses the knowledge in a LKB (based on WordNet) in order to perform unsupervisedWord Sense Disambiguation. Our algorithm uses the full graph of the LKB efficiently, performing better than previous approaches in English all-words datasets. We also show that the algorithm can be easily ported to other languages with good results, with the only requirement of having a wordnet. In addition, we make an analysis of the performance of the algorithm, showing that it is efficient and that it could be tuned to be faster.
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