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
- Editors:
- Ondřej Bojar, Rajen Chatterjee, Christian Federmann, Mark Fishel, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Christof Monz, Matteo Negri, Aurélie Névéol, Mariana Neves, Matt Post, Lucia Specia, Marco Turchi, Karin Verspoor
- 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
- 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)
- PDF:
- https://preview.aclanthology.org/emnlp22-frontmatter/W18-6463.pdf