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Background Cochrane aims to make high-quality health information accessible for users worldwide Chandler et al. Simplification and translation may represent onerous and time-consuming tasks when conducted without assistance from technology.
Contributors produce PLS by manually implementing a written set of guidelines Cochrane Methods and translations are mainly produced by volunteers Cochrane Community A CL is a set of rules adopted to make a text more comprehensible and translatable.
The adoption of a CL at the authoring stage can increase machine translatability and reduce the effort required to correct the MT outputs Allen Method and Materials The experimental materials were: Evaluators assigned scores to the Spanish outputs on fluency and adequacy, commonly employed in MT quality evaluation Castilho et al.
Results and Conclusions There was little difference in fluency and adequacy scores between the two corpora of PLS, possibly because neither approach to simplification had been developed with MT quality in mind.
Moreover, fluency and adequacy scores were relatively high, suggesting that the MT system produced reasonably good translations.
Further studies should be conducted on other language pairs. Translation of Plain Language Summaries has already shown to increase access rates to Cochrane content substantially Birch et al.
By assessing the quality of translations produced by machine translation systems, this study might lead Cochrane contributors to rely more heavily on this technology which could speed up the translation process.
In turn, the number of translations made available to health consumers might increase.Essay machine translation language generation.
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Machine translation From Wikipedia, the free encyclopedia This article is about automated translation of natural languages. For automated translation of. Machine Translation Essay - Machine Translation Abstract In this paper, the overview of machine translation (MT) is presented.
The original idea of MT has been investigated since s by many research groups and at present many MT systems have been created and developed around the world.
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