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In experimentation over the Hinoki Sensebank and the Japanese Senseval-2 dictionary task, we demonstrate that sense-sensitive definition extension over hyponyms, hypernyms, and synonyms, combined with definition extension and word tokenization leads to WSD accuracy above both unsupervised and supervised baselines. In doing so, we demonstrate the utility of ontology induction and establish new opportunities for the development of baseline unsupervised WSD methods.<\/jats:p>","DOI":"10.1145\/1731035.1731039","type":"journal-article","created":{"date-parts":[[2010,3,30]],"date-time":"2010-03-30T12:32:23Z","timestamp":1269952343000},"page":"1-21","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":7,"title":["A Reexamination of MRD-Based Word Sense Disambiguation"],"prefix":"10.1145","volume":"9","author":[{"given":"Timothy","family":"Baldwin","sequence":"first","affiliation":[{"name":"University of Melbourne"}]},{"given":"Sunam","family":"Kim","sequence":"additional","affiliation":[{"name":"University of Melbourne"}]},{"given":"Francis","family":"Bond","sequence":"additional","affiliation":[{"name":"Nanyang Technological University"}]},{"given":"Sanae","family":"Fujita","sequence":"additional","affiliation":[{"name":"Nippon Telegraph and Telephone Corporation"}]},{"given":"David","family":"Martinez","sequence":"additional","affiliation":[{"name":"NICTA Victoria Research Laboratories and University of Melbourne"}]},{"given":"Takaaki","family":"Tanaka","sequence":"additional","affiliation":[{"name":"Nippon Telegraph and Telephone West Corporation"}]}],"member":"320","published-online":{"date-parts":[[2010,3]]},"reference":[{"volume-title":"Proceedings of the 46th Annual Meeting of the Human Language Technology Conference (HLT\u201908)","author":"Agirre E.","key":"e_1_2_1_1_1","unstructured":"Agirre , E. , Baldwin , T. , and Martinez , D . 2008. Improving parsing and PP attachment performance with sense information . In Proceedings of the 46th Annual Meeting of the Human Language Technology Conference (HLT\u201908) . 317--325. Agirre, E., Baldwin, T., and Martinez, D. 2008. Improving parsing and PP attachment performance with sense information. In Proceedings of the 46th Annual Meeting of the Human Language Technology Conference (HLT\u201908). 317--325."},{"key":"e_1_2_1_2_1","volume-title":"Eds","author":"Agirre E.","year":"2006","unstructured":"Agirre , E. and Edmonds , P. , Eds . 2006 . Word Sense Disambiguation: Algorithms and Applications. Springer . Agirre, E. and Edmonds, P., Eds. 2006. Word Sense Disambiguation: Algorithms and Applications. Springer."},{"volume-title":"Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP\u201904)","author":"Agirre E.","key":"e_1_2_1_3_1","unstructured":"Agirre , E. and Martinez , D . 2004. Unsupervised WSD based on automatically retrieved examples: The importance of bias . In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP\u201904) . 25--32. Agirre, E. and Martinez, D. 2004. Unsupervised WSD based on automatically retrieved examples: The importance of bias. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP\u201904). 25--32."},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.3115\/1073012.1073016"},{"volume-title":"Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP\u201908)","author":"Baldwin T.","key":"e_1_2_1_5_1","unstructured":"Baldwin , T. , Kim , S. N. , Bond , F. , Fujita , S. , Martinez , D. , and Tanaka , T . 2008. MRD-based word sense disambiguation: Further extending Lesk . In Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP\u201908) . 775--780. Baldwin, T., Kim, S. N., Bond, F., Fujita, S., Martinez, D., and Tanaka, T. 2008. MRD-based word sense disambiguation: Further extending Lesk. In Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP\u201908). 775--780."},{"volume-title":"Proceedings of the 3rd International Conference on Intelligent Text Processing and Computational Linguistics (CICLing\u201902)","author":"Banerjee S.","key":"e_1_2_1_6_1","unstructured":"Banerjee , S. and Pedersen , T . 2002. An adapted Lesk algorithm for word sense disambiguation using WordNet . In Proceedings of the 3rd International Conference on Intelligent Text Processing and Computational Linguistics (CICLing\u201902) . 136--145. Banerjee, S. and Pedersen, T. 2002. An adapted Lesk algorithm for word sense disambiguation using WordNet. In Proceedings of the 3rd International Conference on Intelligent Text Processing and Computational Linguistics (CICLing\u201902). 136--145."},{"volume-title":"Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI\u201903)","author":"Banerjee S.","key":"e_1_2_1_7_1","unstructured":"Banerjee , S. and Pedersen , T . 2003. Extended gloss overlaps as a measure of semantic relatedness . In Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI\u201903) . 805--810. Banerjee, S. and Pedersen, T. 2003. Extended gloss overlaps as a measure of semantic relatedness. In Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI\u201903). 805--810."},{"key":"e_1_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30211-7_17"},{"key":"e_1_2_1_9_1","first-page":"3","article-title":"The Hinoki syntactic and semantic treebank of Japanese","volume":"40","author":"Bond F.","year":"2006","unstructured":"Bond , F. , Fujita , S. , and Tanaka , T. 2006 . The Hinoki syntactic and semantic treebank of Japanese . Lang. Res. Eval. 40 , 3 -- 4 , 253--261. Bond, F., Fujita, S., and Tanaka, T. 2006. The Hinoki syntactic and semantic treebank of Japanese. Lang. Res. Eval. 40, 3--4, 253--261.","journal-title":"Lang. Res. Eval."},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.3115\/1220355.1220548"},{"volume-title":"Proceedings of the 20th Annual Conference on Artificial Intelligence (AAAI\u201907)","author":"Chan Y. S.","key":"e_1_2_1_11_1","unstructured":"Chan , Y. S. and Ng , H. T . 2005. 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Word Sense Disambiguation: The Case for Combining Knowledge Sources . CSLI Publications. Stanford, CA. Stevenson, M. 2003. Word Sense Disambiguation: The Case for Combining Knowledge Sources. CSLI Publications. Stanford, CA."},{"volume-title":"Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL\u201907)","author":"Tanaka T.","key":"e_1_2_1_41_1","unstructured":"Tanaka , T. , Bond , F. , Baldwin , T. , Fujita , S. , and Hashimoto , C . 2007. Word sense disambiguation incorporating lexical and structural semantic information . In Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL\u201907) . 477--485. Tanaka, T., Bond, F., Baldwin, T., Fujita, S., and Hashimoto, C. 2007. Word sense disambiguation incorporating lexical and structural semantic information. 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