UHH Submission to the WMT17 Metrics Shared Task

Melania Duma,W. Menzel

Published 2017 in Conference on Machine Translation

ABSTRACT

In this paper the UHH submission to the WMT17 Metrics Shared Task is presented, which is based on sequence and tree kernel functions applied to the reference and candidate translations. In addition we also explore the effect of applying the kernel functions on the source sentence and a back-translation of the MT output, but also on the pair composed of the candidate translation and a pseudo-reference of the source segment. The newly proposed metric was evaluated using the data from WMT16, with the results demonstrating a high correlation with human judgments.

PUBLICATION RECORD

  • Publication year

    2017

  • Venue

    Conference on Machine Translation

  • Publication date

    Unknown publication date

  • Fields of study

    Linguistics, Computer Science

  • Identifiers
  • External record

    Open on Semantic Scholar

  • Source metadata

    Semantic Scholar

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REFERENCES

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