A Compact Data Structure for Searchable Translation Memories
نویسندگان
چکیده
In this paper we describe searchable translation memories, which allow translators to search their archives for possible translations of phrases. We describe how statistical machine translation can be used to align subsentential units in a translation memory, and rank them by their probability. We detail a data structure that allows for memory-efficient storage of the index. We evaluate the accuracy of translations retrieved from a searchable translation memory built from 50,000 sentence pairs, and find a precision of 86.6% for the top ranked translations.
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تاریخ انتشار 2005