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The OPUS Resource Repository: An Open Package for Creating Parallel Corpora and Machine Translation Services

机译:Opus资源存储库:用于创建并行语料库和机器翻译服务的打开包

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This paper presents a flexible and powerful system for creating parallel corpora and for running neural machine translation services. Our package provides a scalable data repository backend that offers transparent data pre-processing pipelines and automatic alignment procedures that facilitate the compilation of extensive parallel data sets from a variety of sources. Moreover, we develop a web-based interface that constitutes an intuitive frontend for end-users of the platform. The whole system can easily be distributed over virtual machines and implements a sophisticated permission system with secure connections and a flexible database for storing arbitrary metadata. Furthermore, we also provide an interface for neural machine translation that can run as a service on virtual machines, which also incorporates a connection to the data repository software.
机译:本文介绍了一个灵活而强大的系统,可创建平行语料库和运行神经机翻译服务。我们的包提供了一个可扩展的数据存储库后端,提供了透明数据预处理管道和自动对准程序,便于从各种来源编译广泛的并行数据集。此外,我们开发了一个基于Web的界面,构成了平台的最终用户的直观前端。整个系统可以轻松分布在虚拟机上,并实现具有安全连接的复杂的许可系统和用于存储任意元数据的灵活数据库。此外,我们还提供了一种用于神经计算机转换的界面,可以作为虚拟机上的服务运行,这也包含与数据存储库软件的连接。

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