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Improvements to monolingual English word sense disambiguation
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INLG '10 Proceedings of the 6th International Natural Language Generation Conference
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COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
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The New Review of Hypermedia and Multimedia - Web Accessibility
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CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part I
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LTC'09 Proceedings of the 4th conference on Human language technology: challenges for computer science and linguistics
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PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
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NLDB'11 Proceedings of the 16th international conference on Natural language processing and information systems
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ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
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Software Quality Control
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EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
ACM Transactions on Speech and Language Processing (TSLP)
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ESWC'10 Proceedings of the 7th international conference on The Semantic Web: research and Applications - Volume Part I
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Information Processing and Management: an International Journal
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SWIM '12 Proceedings of the 4th International Workshop on Semantic Web Information Management
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CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
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SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
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ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
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ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
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ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113
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Artificial Intelligence Review
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This paper describes an unsupervised graph-based method for word sense disambiguation, and presents comparative evaluations using several measures of word semantic similarity and several algorithms for graph centrality. The results indicate that the right combination of similarity metrics and graph centrality algorithms can lead to a performance competing with the state-of-the-art in unsupervised word sense disambiguation, as measured on standard data sets.