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Invention Grant
CN106156010B 翻译训练方法、装置、系统、以及在线翻译方法及装置 有权 转让

翻译训练方法、装置、系统、以及在线翻译方法及装置
Abstract:
本申请公开了一种翻译训练方法、装置及系统。例如，应用于分布式系统中的分发服务器的翻译训练方法可以包括：将第一翻译训练任务以及待训练语料分发到映射计算服务器集群的各个映射计算服务器，以便各个映射计算服务器并行对接收到的待训练语料执行第一翻译训练任务，输出第一翻译训练结果；将第二翻译训练任务以及各个映射计算服务器输出的第一翻译训练结果分发到归约计算服务器集群的各个归约计算服务器，其中，相同语言元素对应的第一翻译训练结果分发到相同归约计算服务器，以便各个归约计算服务器并行利用接收到的第一翻译训练结果执行第二翻译训练任务，输出第二翻译训练结果。另外，本申请还公开了一种在线翻译方法及装置。
Abstract(English):

A machine translation training system is provided. The system includes a task distribution server, a plurality of mapping servers, and a plurality of reduction servers. During operation, the task distribution server is configured to distribute a first translation training task and a training corpus to the mapping servers and distribute a second translation training task and first translation training results received from the mapping servers to the reduction servers. A respective mapping server is configured to receive a portion of the training corpus and perform the first translation training task on the received portion of the training corpus. A respective reduction server is configured to receive a subset of the first translation training results that correspond to a same language element, perform the second translation training task on the received subset of the first translation training results, and output second translation training results.

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