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Metadata records machine translation combining multi-engine outputs with limited parallel data

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成果类型:
期刊论文
作者:
Ayala, Brenda Reyes*;Knudson, Ryan;Chen, Jiangping;Cao, Gaohui;Wang, Xinyue
通讯作者:
Ayala, Brenda Reyes
作者机构:
[Knudson, Ryan; Chen, Jiangping; Ayala, Brenda Reyes] Univ North Texas, Dept Informat Sci, 1155 Union Circle 311068, Denton, TX 76203 USA.
[Cao, Gaohui] Cent China Normal Univ, Sch Informat Management, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China.
[Wang, Xinyue] Univ North Texas, Intelligent Informat Access Lab, 1155 Union Circle 311068, Denton, TX 76203 USA.
通讯机构:
[Ayala, Brenda Reyes] U
Univ North Texas, Dept Informat Sci, 1155 Union Circle 311068, Denton, TX 76203 USA.
语种:
英文
期刊:
JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY
ISSN:
2330-1635
年:
2018
卷:
69
期:
1
页码:
47-59
基金类别:
Institute of Museum and Library Services (IMLS) under the National Leadership [LG-06-10-0162-10, LG-06-13-0187-13]
机构署名:
本校为其他机构
院系归属:
信息管理学院
摘要:
One way to facilitate Multilingual Information Access (MLIA) for digital libraries is to generate multilingual metadata records by applying Machine Translation (MT) techniques. Current online MT services are available and affordable, but are not always effective for creating multilingual metadata records. In this study, we implemented 3 different MT strategies and evaluated their performance when translating English metadata records to Chinese and Spanish. These strategies included combining MT results from 3 online MT systems (Google, Bing, and Yahoo!) with and without additional linguistic r...

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