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Título: An open-source highly scalable web service architecture for the Apertium machine translation engine
Autores: Sánchez Cartagena, Víctor Manuel
Pérez Ortiz, Juan Antonio
Fecha: 2009-10-27
2009-10-27
2009-11
Publicador: Universidad de Alicante. Departamento de Lenguajes y Sistemas Informáticos
Fuente: Ver documento
Tipo: info:eu-repo/semantics/article
Tema: Machine translation
Application programming interface
Apertium
Translation web service
Google
Lenguajes y Sistemas Informáticos
Descripción: Some machine translation services like Google Ajax Language API have become very popular as they make the collaboratively created contents of the web 2.0 available to speakers of many languages. One of the keys of its success is its clear and easy-to-use application programming interface (API) and a scalable and reliable service. This paper describes a highly scalable implementation of an Apertium-based translation web service, that aims to make contents available to speakers of lesser resourced languages. The API of this service is compatible with Google’s one, and the scalability of the system is achieved by a new architecture that allows adding or removing new servers at any time; for that, an application placement algorithm which decides which language pairs should be translated on which servers is designed. Our experiments show how the resulting architecture improves the translation rate in comparison to existing Apertium-based servers.
This work has been partially funded by Google through the Google Summer of Code program and by Spanish Ministerio de Ciencia e Innovación through project TIN2009-14009-C02-01.
Idioma: Inglés
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