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基于关系触发词与单层GRU模型的关系抽取方法
引用本文:韩兆让,刘凤岐,高歌,杨柏,洪宝玉,陈丁,汤心颐,刘奕,黄丽,石英.基于关系触发词与单层GRU模型的关系抽取方法[J].吉林大学学报(理学版),2002,40(1):95-103.
作者姓名:韩兆让  刘凤岐  高歌  杨柏  洪宝玉  陈丁  汤心颐  刘奕  黄丽  石英
作者单位:1. 吉林大学 计算机科学与技术学院, 长春 130012; 2. 吉林大学 符号计算与知识工程教育部重点实验室, 长春 130012; 3. 吉林大学 软件学院, 长春 130012; 4. 吉林大学 通信工程学院, 长春 130012; 5. 吉林大学 第一医院, 长春 130021
摘    要:基于关系触发词与单层门控循环单元模型进行关系抽取, 以降低关系抽取模型结构的复杂度, 并提高模型的训练效率. 通过计算单词的依存距离与序列距离得到关系触发词, 利用单层门控循环单元模型进行关系抽取, 并在SemEval 2010 Task 8数据集上进行实验. 实验结果表明, 该方法能有效提取出关系触发词, 并具有较高的关系抽取准确率.

关 键 词:关系抽取    关系触发词    句法依存分析    Word2Vec模型    门控循环单元  
文章编号:1671-5489(2002)01-0095-06
收稿时间:2001-09-13

The Effect of Interaction on Viscosity of Poly(methyl methacrylate) Latex Systems
HAN Zhao rang,LIU Feng qi,GAO Ge,YANG Bai,HONG Bao yu,CHEN Ding,TANG Xin yi.The Effect of Interaction on Viscosity of Poly(methyl methacrylate) Latex Systems[J].Journal of Jilin University: Sci Ed,2002,40(1):95-103.
Authors:HAN Zhao rang  LIU Feng qi  GAO Ge  YANG Bai  HONG Bao yu  CHEN Ding  TANG Xin yi
Institution:1. College of Computer Science and Technology, Jilin University, Changchun 130012, China; 2. Key Laboratory of Symbol Computation and Knowledge Engineering for Ministry of Education, Jilin University, Changchun 130012, China; 3. College of Software, Jilin University, Changchun 130012, China;4. College of Communication Engineering, Jilin University, Changchun 130012, China;5. The First Hospital of Jilin University, Changchun 130021, China
Abstract:The interactive probabilities between medium and medium, medium and particle as well as particle and particle were obtained using computer simulation calculation based on three dimensional lattice models. The relational expression of viscosity η and effective volume fraction φeff of the latex systems was resulted from the above calculating results. The concordance in form and difference in content of both Batchelor formula and Simha formula were elaborated by using the relational expression, further more, the effects of interaction between medium and particle as well as interaction between particle and particle on viscosity of poly(methyl methacrylate) latex systems were discussed by using rheological data.
Keywords:latex particle  interaction  viscosity
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