Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Intelligent Computer and Applications》 2019-04
Add to Favorite Get Latest Update

Research on military domain entity relationship extraction based on BiLSTM_Att

ZHU Shanshan;TANG Huifeng;Luoyang Campus,Information Engineering University;Information Engineering University;  
The extraction of entity relations in the military field is an important step in the construction of knowledge maps of related systems in this field. In this paper,a physical extraction model based on BiLSTMand Attention is designed. The model is divided into three stages: word vector representation,sentence context feature extraction and relationship classification. In the stage of word vector representation,the model innovatively adds part-of-speech features. On the basis of experimental verification of relevant corpus,the results showthat the model has a good F value for military entity relationship extraction.
【CateGory Index】: TP391.1
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 ZHUANG Cheng-long,QIAN Long-hua,ZHOU Guo-dong(School of Computer Science & Technology,Soochow University,Suzhou,Jiangsu 215006,China;Jiangsu Provincial Key Lab.of Computer Information Processing Technology,Suzhou,Jiangsu 215006,China);Research on Tree Kernel-Based Entity Semantic Relation Extraction[J];中文信息学报;2009-01
2 CHE Wan xiang, LIU Ting, LI Sheng (School of Computer Science and Technology, Harbin Institute of Technology, Harbin,Heilongjiang 150001,China);Automatic Entity Relation Extraction[J];中文信息学报;2005-02
Chinese Journal Full-text Database 10 Hits
1 JIANG Fang;LI Guohe;YUE Xiang;NI Binshan;College of Geophysics and Information Engineering,China University of Petroleum;Key Lab of Data Mining for Petroleum Data,China University of Petroleum;Information & Data Center,CNOOC Research Institute;Chengde Petroleum College;;The Method of Semantic Relation between words Extraction[J];山西大学学报(自然科学版);2015-04
2 XU Qing;DUAN Liguo;LI Aiping;YIN Guimei;College of Computer Science and Technology,Taiyuan University of Technology;State Key Laboratory of Software Engineering,Wuhan University;Department of Computer Science and Technology ,Taiyuan Normal University;;Chinese entity relation extraction based on entity semantic similarity[J];山东大学学报(工学版);2015-06
3 LI Yong;PLA University of Foreign Languages;;Research on the Ontology Construction Based on Wikipedia[J];现代计算机(专业版);2015-11
4 Li He;;A Research of Micro Aggregation Services of the University Library Resources in Micro Information Environment[J];图书馆学研究;2015-04
5 Chen Peng;Guo Jianyi;Yu Zhengtao;Yan Xin;Zhang Zhikun;Gao Shengxiang;The School of Information Engineering and Automation,Kunming University of Science and Technology;Key Laboratory of Intelligent Information Processing,Kunming University of Science and Technology;;Chinese domain entity relation extraction based on domain knowledge phrasal tree[J];南京大学学报(自然科学);2015-01
6 HUANG Wei-chun;FAN Shao-shuai;XIONG Li-yan;ZHONG Mao-sheng;School of Information,East China Jiaotong University;;People Relation Extraction Method Based on Feature Selection[J];科学技术与工程;2015-03
7 ZHANG Chun-ju;ZHANG Xue-ying;LI Ming;WANG Shu;School of Civil Engineering,Hefei University of Technology;Key Laboratory of Virtual Geographical Environment,Ministry of Education,Nanjing Normal University;;Interpretation of Temporal Information in Chinese Text[J];地理与地理信息科学;2014-06
8 LIU Lijia;GUO Jianyi;ZHOU Lanjiang;YU Zhengtao;SHAO Fa;ZHANG Jinpeng;The School of Information Engineering and Automation,Kunming University of Science and Technology;The Key Laboratory of Intelligent Information Processing,Kunming University of Science and Technology;;Domain Concepts Entity Attribute Relation Extraction Based on LM Algorithm[J];中文信息学报;2014-06
9 HU Ya-nan;HUI Hao-tian;QIAN Long-hua;ZHU Qiao-ming;Natural Language Processing Laboratory,School of Computer Science & Technology,Soochow University;;Bilingual co-training for relation classification via machine translation[J];计算机应用研究;2015-03
10 YANG Jin-Feng;YU Qiu-Bin;GUAN Yi;JIANG Zhi-Peng;Web Intelligence Laboratory, Language Technology Center,Harbin Institute of Technology;Medical Record Room, The 2nd Affiliated Hospital of Harbin Medical University;;An Overview of Research on Electronic Medical Record Oriented Named Entity Recognition and Entity Relation Extraction[J];自动化学报;2014-08
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved