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J-GLOBAL ID：201802249971305530   Reference number：18A0376304

A Joint Neural Model for Fine-Grained Named Entity Classification of Wikipedia Articles

Wikipedia記事の細粒度名前付きエンティティ分類のためのジョイントニューラルモデル

Author (7)： SUZUKI Masatoshi (Tohoku University) ,  MATSUDA Koji (Tohoku University) ,  SEKINE Satoshi (Language Craft Inc) ,  SEKINE Satoshi (RIKEN Center for Advanced Intelligence Project) ,  OKAZAKI Naoaki (Tokyo Institute of Technology) ,  INUI Kentaro (Tohoku University) ,  INUI Kentaro (RIKEN Center for Advanced Intelligence Project)
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E101.D  Issue： 1  Page： 73-81(J-STAGE)  Publication year： 2018 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *electronic dictionary ,...
Semi thesaurus term： Wikipedia ,...

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Author keywords (4)： named entity classification ,  wikipedia ,  multi-task learning ,  neural network

JST classification (2)： Brain and nervous system models  (EL02050C) ,  Artificial intelligence  (JE08000Z)

Reference (38)：

• [1] M. Suzuki, K. Matsuda, S. Sekine, N. Okazaki, and K. Inui, “Neural joint learning for classifying Wikipedia articles into fine-grained named entity types,” Proc. 30th Pacific Asia Conference on Language, Information and Computation, pp.535-544, 2016.
• [2] C. Lee, Y.-G. Hwang, H.-J. Oh, S. Lim, J. Heo, C.-H. Lee,H.-J. Kim, J.-H. Wang, and M.-G. Jang, “Fine-grained named entity recognition using conditional random fields for question answering,” Proc. 3rd Asia Information Retrieval Symposium on Information Retrieval Technology, vol.4182, pp.581-587, 2006. 10.1007/11880592_49
• [3] S. Sekine, K. Sudo, and C. Nobata, “Extended named entity hierarchy,” Proc. 3rd International Conference on Language Resources and Evaluation, L02-1120, 2002.
• [4] M.A. Yosef, S. Bauer, J. Hoffart, M. Spaniol, and G. Weikum, “HYENA: Hierarchical type classification for entity names,” Proc. 24th International Conference on Computational Linguistics, pp.1361-1370, 2012.
• [5] L.D. Corro, A. Abujabal, R. Gemulla, and G. Weikum, “FINET: Context-aware fine-grained named entity typing,” Proc. 2015 Conference on Empirical Methods in Natural Language Processing, pp.868-878, 2015. 10.18653/v1/d15-1103

Terms in the title (8)： Wikipedia ,  記事 ,  細粒度 ,  名前 ,  エンティティ ,  分類 ,  ジョイント ,  ニューラルモデル