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Extraction of Implicit Quantity Relations for Arithmetic Word Problems in Chinese

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成果类型:
会议论文
作者:
Yu, Xinguo*余新国);Jian, Pengpeng;Wang, Mingshu;Wu, Shuang
通讯作者:
Yu, Xinguo(余新国
作者机构:
[Yu, Xinguo; Wu, Shuang; Jian, Pengpeng; Wang, Mingshu] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
通讯机构:
[Yu, Xinguo] C
Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
语种:
英文
关键词:
implicit quantity relation;classification;semantic models
期刊:
FIFTH INTERNATIONAL CONFERENCE ON EDUCATIONAL INNOVATION THROUGH TECHNOLOGY (EITT 2016)
年:
2016
页码:
242-245
会议名称:
5th International Conference on Educational Innovation through Technology (EITT)
会议时间:
SEP 22-24, 2016
会议地点:
Tainan, TAIWAN
会议主办单位:
[Yu, Xinguo;Jian, Pengpeng;Wang, Mingshu;Wu, Shuang] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Peoples R China.
会议赞助商:
Soc Int Chinese Educ Technol, IEEE CIS Tainan Chapter, Natl Univ Tainan, Takming Univ Sci & Technol
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-1-5090-6138-9
基金类别:
National Key Technology Research and Development ProgramNational Key Technology R&D Program [2014BAH22F01]
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:
The extraction of implicit quantity relations is one of critical steps of building the machine solver for solving arithmetic word problems. Extracting implicit quantity relations is a challenge research problem as partial problem of natural language understanding, which has no mature solution method. To address this challenge, the existing work in the extraction of quantity relations mainly relies on creating problem solving framework and extracting system of linear equations. However, these existing methods can solve the relatively simple problems due to they have no methods to extract implic...

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