Art

J-GLOBAL ID：201102234670366953   Reference number：11A1151775

Semi-Supervised Japanese Word Sense Disambiguation Based on Two-Stage Classification of Unlabeled Data and Ensemble Learning

ラベルなしデータの二段階分類とアンサンブル学習に基づく半教師あり日本語語義曖昧性解消

Author (2)： INOUE TATSUKUNI (慶応大 大学院理工学研究科) ,  SAITO HIROAKI (慶応大 大学院理工学研究科)
Material： 自然言語処理  (Journal of Natural Language Processing)
Volume： 18  Issue： 3  Page： 247-271  Publication year： Jun. 28, 2011 
JST Material Number： L3934A  ISSN： 1340-7619  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *automatic language processing ,  Japanese ,  *Machine Learning ,  heuristics ,  supervised learning ,  parameterization ,  robustness ,  evaluation test ,  automatic classification ,  definition
Semi thesaurus term： *ensemble learning ,  heuristics ,  *ambiguity dissolution ,  semantic

JST classification (2)： Natural language processing  (JE06000L) ,  Artificial intelligence  (JE08000Z)

Reference (40)：

• ABNEY, S. Understanding the Yarowsky algorithm. Computational Linguistics. 2004, 30, 3, 365-395
• AGIRRE, E. Two Graph-Based Algorithms for State-of-the-art WSD. Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing. 2006, 585-593
• BANERJEE, S. Extended Gloss Overlaps as a Measure of Semantic Relatedness. Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI), 2003. 2003, 805-810
• BLUM, A. Combining Labeled and Unlabeled Data with Co-Training. COLT : Proceedings of the Workshop on Computational Learning Theory, 1998. 1998, 92-100
• BRODY, S. Ensemble Methods for Unsupervised WSD. Proceedings of the 44th Annual Meeting of the Association for Computational Linguistics joint with the 21st International Conference on Computational Linguistics (COLING-ACL), 2006. 2006, 97-104

Terms in the title (7)： ラベルなしデータ ,  段階 ,  分類 ,  アンサンブル学習 ,  教師 ,  日本語 ,  語義曖昧性解消