联合语义角色标注和指代消解

被引：6

作者：

熊皓 ^{[1
,2
]}

刘群 ^{[1
]}

吕雅娟 ^{[1
]}

机构：

[1] 中国科学院计算技术研究所

[2] 橙译中科信息技术有限公司

来源：

中文信息学报 | 2013年 / 06期

关键词：

语义角色标注; 指代消解; 马尔科夫逻辑网络;

D O I：

暂无

中图分类号：

TP391.1 [文字信息处理];

学科分类号：

081203 ; 0835 ;

摘要：

语义角色标注和指代消解是自然语言处理中两个重要的基础研究任务,该文提出使用马尔科夫逻辑网络对两个任务进行联合学习推导。通过提出8条联合学习规则,在OntoNote5.0的实验中证明采用联合学习推导后,两者的标注性能都比单独标注任务有了1.6个F值的性能提升。

引用

页码：58 / 68

页数：11

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