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Understanding Explicit Arithmetic Word Problems and Explicit Plane Geometry Problems Using Syntax-Semantics Models

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成果类型:
期刊论文、会议论文
作者:
Yu, Xinguo(余新国);Gan, Wenbin*;Wang, Mingshu
通讯作者:
Gan, Wenbin
作者机构:
[Yu, Xinguo; Gan, Wenbin; Wang, Mingshu] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Hubei, Peoples R China.
通讯机构:
[Gan, Wenbin] C
Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Hubei, Peoples R China.
语种:
英文
关键词:
Understanding arithmetic word problems;understanding plane geometry problems;syntax-semantics model;math relations extraction;automatic solver
期刊:
2017 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP)
ISSN:
2159-1962
年:
2018
卷:
2018-January
页码:
247-251
会议名称:
International Conference on Asian Language Processing (IALP)
会议论文集名称:
International Conference on Asian Language Processing
会议时间:
DEC 05-07, 2017
会议地点:
Natl Univ Singapore, Singapore, SINGAPORE
会议主办单位:
Natl Univ Singapore
会议赞助商:
Chinese & Oriental Languages Informat Proc Soc, IEEE, APSIPA, Singapore tourist board
主编:
Tong, R Zhang, Y Lu, Y Dong, M
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5386-1981-0
基金类别:
Open Projects Program of National Laboratory of Pattern Recognition [201600008]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China (NSFC) [61272206]
机构署名:
本校为第一且通讯机构
院系归属:
国家数字化学习工程技术研究中心
摘要:
This paper presents two algorithms for understanding explicit arithmetic word problems (EAWPs) and explicit plane geometry problems (EPGPs) following the sharing approach, respectively. This approach proposed in this paper models understanding math problems as a problem of relation extraction, instead of as the problem of understanding the semantics of natural language. Then it further proposes a syntax-semantics (S2) model method to extract math relations. The S2 model method is very effective in that only 116 models can extract most of relati...

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