The University of Illinois submission to the WMT 2015 Shared Translation Task

机译：伊利诺伊大学提交2015年WMT共享翻译任务

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In this year's WMT translation task, Finnish-English was introduced as a language pair of competition for the first time. We present experiments examining several variations on a morphologically-aware statistical phrase-based machine translation system for translating Finnish into English. Our system variations attempt to mitigate the issue of rich agglutinative morphology when translating from Finnish into English. Our WMT submission for Finnish-English preprocesses Finnish data with omorfi (Pirinen, 2015), a Finnish morphological analyzer. We also present results for two other language pairs with morphologically interesting source languages, namely German-English and Czech-English.

机译：在今年的WMT翻译任务中，首次将芬兰语-英语作为一对语言比赛引入。我们目前进行的实验研究了基于形态学的统计短语为基础的机器翻译系统的几种变体，该系统将芬兰语翻译为英语。从芬兰语翻译成英语时，我们的系统版本试图缓解丰富的凝集形态问题。我们针对芬兰英语的WMT提交的文件使用芬兰形态分析仪omorfi（Pirinen，2015年）对芬兰数据进行了预处理。我们还提供了另外两种语言对的结果，这些语言对具有形态学上有趣的源语言，即德语-英语和捷克-英语。

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《10th Workshop on statistical machine translation 2015》|2015年|192-198|共7页
会议地点 Lisbon(PT)
作者
Lane Schwartz; Bill Bryce; Chase Geigle; Sean Massung; Yisi Liu; Haoruo Peng; Vignesh Raja; Subhro Roy; Shyam Upadhyay;
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University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

University of Illinois at Urbana-Champaign Urbana, IL 61801, USA;

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正文语种 eng
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The University of Illinois submission to the WMT 2015 Shared Translation Task

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