DFKI's experimental hybrid MT system for WMT 2015

机译：DFKI针对2015年WMT的实验性混合MT系统

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摘要

DFKI participated in the shared translation task of WMT 2015 with the German-English language pair in each translation direction. The submissions were generated using an experimental hybrid system based on three systems: a statistical Moses system, a commercial rule-based system, and a serial coupling of the two where the output of the rule-based system is further translated by Moses trained on parallel text consisting of the rule-based output and the original target language. The outputs of three systems are combined using two methods: (a) an empirical selection mechanism based on grammatical features (primary submission) and (b) IBM1 models based on POS 4-grams (contrastive submission).

机译：DFKI参加了WMT 2015的共享翻译任务，每个翻译方向都有德语-英语对。使用基于以下三个系统的实验性混合系统生成提交的文件：统计Moses系统，基于商业规则的系统，以及两者的串行耦合，其中基于规则的系统的输出由并行训练的Moses进一步翻译由基于规则的输出和原始目标语言组成的文本。三个系统的输出使用两种方法组合：（a）基于语法特征的经验选择机制（主要提交）和（b）基于POS 4-gram的IBM1模型（对比提交）。

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《10th Workshop on statistical machine translation 2015》|2015年|66-73|共8页
会议地点 Lisbon(PT)
作者
Eleftherios Avramidis; Maja Popovic; Aljoscha Burchardt;
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German Research Center for Artificial intelligence (DFKI) Language Technology Lab;

German Research Center for Artificial intelligence (DFKI) Language Technology Lab,Humboldt University of Berlin;

German Research Center for Artificial intelligence (DFKI) Language Technology Lab;

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DFKI's experimental hybrid MT system for WMT 2015

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