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文献阅读课16-J-REED: Joint Relation Extraction and Entity Disambiguation,关系抽取实体消歧联合模型,概率图CRF,2017

蓝咒 提交于 2020-03-11 10:02:26
文章目录 abstract 1. INTRODUCTION & RELATED WORK 2 DOCUMENT PROCESSING 3 RELATION PATTERN MINING 4 RELATION PATTERN LABELING 5 JOINT MODEL 6 EXPERIMENTS 6.1 Corpora 6.2 Systems under Comparison 6.3 Experiments on Relation Pattern Extraction 6.4 Experiments on Entity Disambiguation 6.5 End-to-End Experiments Nguyen, D. B., et al. (2017). J-REED: Joint Relation Extraction and Entity Disambiguation. Proceedings of the 2017 ACM on Conference on Information and Knowledge Management - CIKM '17: 2227-2230. 提取+嵌入+消歧联合模型 abstract 从文本源中提取信息(IE)既可以作为基于模型的IE(即通过使用目标实体和关系的预定域)执行,也可以作为开放式IE(即对目标域没有特殊假设)执行