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- W33590902 abstract "In this chapter, we define a collaboration framework that enables Wikipedia editors to generate new articles while they help development of Machine Translation (MT) systems by providing post-edition logs. This collaboration framework was tested with editors of Basque Wikipedia. Their post-editing of Computer Science articles has been used to improve the output of a Spanish to Basque MT system called Matxin. For the collaboration between editors and researchers, we selected a set of 100 articles from the Spanish Wikipedia. These articles would then be used as the source texts to be translated into Basque using the MT engine. A group of volunteers from Basque Wikipedia reviewed and corrected the raw MT translations. This collaboration ultimately produced two main benefits: (i) the change logs that would potentially help improve the MT engine by using an automated statistical post-editing system, and (ii) the growth of Basque Wikipedia. The results show that this process can improve the accuracy of an Rule Based MT (RBMT) system in nearly 10 % benefiting from the post-edition of 50,000 words in the Computer Science domain. We believe that our conclusions can be extended to MT engines involving other less-resourced languages lacking large parallel corpora or frequently updated lexical knowledge, as well as to other domains." @default.
- W33590902 created "2016-06-24" @default.
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- W33590902 date "2013-01-01" @default.
- W33590902 modified "2023-09-23" @default.
- W33590902 title "Reciprocal Enrichment Between Basque Wikipedia and Machine Translation" @default.
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- W33590902 doi "https://doi.org/10.1007/978-3-642-35085-6_4" @default.
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