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Using translational score maps to aid MT evaluation

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成果类型:
期刊论文
作者:
Harris, Christopher G.;Li, Zijian
通讯作者:
Harris, C.G.(christopher-harris@uiowa.edu)
作者机构:
[Harris, Christopher G.] Informatics Program, University of Iowa, Iowa City, IA 52242, United States
[Li, Zijian] School of Fine Arts, Central China Normal University, Wuhan, 430079, China
通讯机构:
Informatics Program, University of Iowa, United States
语种:
英文
关键词:
Bleu;Machine Translation;Meteor;evaluative systems
期刊:
NLP-KE 2011 - Proceedings of the 7th International Conference on Natural Language Processing and Knowledge Engineering
年:
2011
页码:
15-22
机构署名:
本校为其他机构
院系归属:
美术学院
摘要:
Compared with human evaluators, machine translation (MT) evaluation tools have demonstrated that they are faster, cheaper, and more consistent in scoring the correctness of translated text. The metrics they generate can adequately compare MT-generated translations to a gold standard, but they fail to address the challenge of choosing the most appropriate path through intermediate languages in a multi-stage translation;in other words, they do not take MT transitivity into account. We propose a novel approach called translational score maps to extend the power of these evaluation tools. The purp...

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