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Improving distant supervision of relation extraction with unsupervised methods

  • 【作者】Peng, Min,Huang, Jimin,Sun, Zhaoyu,Wang, Shizhong,Wang, Hua B.,Zhuo, Guangping,Tian, Gang
  • 【刊名】Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
  • 【作者单位】a School of Computer, Wuhan University, Wuhan, China; b School of Economics and Management, Wuhan University, Wuhan, China; c Centre for Applied Informatics, Victoria University, Melbourne, Australia; d Department of Computer Science, Taiyuan Normal University, Taiyuan, China
  • 【年份】2016
  • 【卷号】Vol.10041
  • 【页码】561-568
  • 【ISSN】0302-9743
  • 【关键词】Distant supervision Information extraction Relation extraction Unsupervised method 
  • 【摘要】 Distant supervision has been widely adopted in relation extraction task since it does not require any labeled data. It can automatically align knowledge base with corpus to generate training data. However,the intuition base of alignment in this metho...
  • 【文献类型】 期刊
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