DFKI's system for WMT16 IT-domain task, including analysis of systematic errors

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Abstract

We are presenting a hybrid MT approach in the WMT2016 Shared Translation Task for the IT-Domain. Our work consists of several translation components based on rule-based and statistical approaches that feed into an informed selection mechanism. Additions to last year's submission include a WSD component, a syntactically-enhanced component and several improvements to the rule-based component, relevant to the particular domain. We also present detailed human evaluation on the output of all translation components, focusing on particular systematic errors.

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APA

Avramidis, E., Burchardt, A., MacKetanz, V., & Srivastava, A. (2016). DFKI’s system for WMT16 IT-domain task, including analysis of systematic errors. In Proceedings of the Annual Meeting of the Association for Computational Linguistics (Vol. 2, pp. 415–422). Association for Computational Linguistics (ACL). https://doi.org/10.18653/v1/w16-2329

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