Pattern visualization for machine translation output

Authors:
Adam Lopez;Philip Resnik
Affiliations:
University of Maryland, College Park, MD;University of Maryland, College Park, MD
Venue:
HLT-Demo '05 Proceedings of HLT/EMNLP on Interactive Demonstrations
Year:
2005

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Abstract

We describe a method for identifying systematic patterns in translation data using part-of-speech tag sequences. We incorporate this analysis into a diagnostic tool intended for developers of machine translation systems, and demonstrate how our application can be used by developers to explore patterns in machine translation output.