Sheffield Submissions for the WMT18 Quality Estimation Shared Task

Julia Ive, Carolina Scarton, Frédéric Blain, Lucia Specia

Abstract
In this paper we present the University of Sheffield submissions for the WMT18 Quality Estimation shared task. We discuss our submissions to all four sub-tasks, where ours is the only team to participate in all language pairs and variations (37 combinations). Our systems show competitive results and outperform the baseline in nearly all cases.
Anthology ID:
W18-6463
Volume:
Proceedings of the Third Conference on Machine Translation: Shared Task Papers
Month:
October
Year:
2018
Address:
Belgium, Brussels
Venue:
WMT
SIG:
SIGMT
Publisher:
Association for Computational Linguistics
Note:
Pages:
794–800
Language:
URL:
https://aclanthology.org/W18-6463
DOI:
10.18653/v1/W18-6463
Bibkey:
Cite (ACL):
Julia Ive, Carolina Scarton, Frédéric Blain, and Lucia Specia. 2018. Sheffield Submissions for the WMT18 Quality Estimation Shared Task. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 794–800, Belgium, Brussels. Association for Computational Linguistics.
Cite (Informal):
Sheffield Submissions for the WMT18 Quality Estimation Shared Task (Ive et al., WMT 2018)
Copy Citation:
PDF:
https://preview.aclanthology.org/starsem-semeval-split/W18-6463.pdf
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