@inproceedings{kocmi-etal-2018-cuni,
title = "{CUNI} Submissions in {WMT}18",
author = "Kocmi, Tom and
Sudarikov, Roman and
Bojar, Ond{\v{r}}ej",
editor = "Bojar, Ond{\v{r}}ej and
Chatterjee, Rajen and
Federmann, Christian and
Fishel, Mark and
Graham, Yvette and
Haddow, Barry and
Huck, Matthias and
Yepes, Antonio Jimeno and
Koehn, Philipp and
Monz, Christof and
Negri, Matteo and
N{\'e}v{\'e}ol, Aur{\'e}lie and
Neves, Mariana and
Post, Matt and
Specia, Lucia and
Turchi, Marco and
Verspoor, Karin",
booktitle = "Proceedings of the Third Conference on Machine Translation: Shared Task Papers",
month = oct,
year = "2018",
address = "Belgium, Brussels",
publisher = "Association for Computational Linguistics",
url = "https://preview.aclanthology.org/add-emnlp-2024-awards/W18-6416/",
doi = "10.18653/v1/W18-6416",
pages = "431--437",
abstract = "We participated in the WMT 2018 shared news translation task in three language pairs: English-Estonian, English-Finnish, and English-Czech. Our main focus was the low-resource language pair of Estonian and English for which we utilized Finnish parallel data in a simple method. We first train a {\textquotedblleft}parent model{\textquotedblright} for the high-resource language pair followed by adaptation on the related low-resource language pair. This approach brings a substantial performance boost over the baseline system trained only on Estonian-English parallel data. Our systems are based on the Transformer architecture. For the English to Czech translation, we have evaluated our last year models of hybrid phrase-based approach and neural machine translation mainly for comparison purposes."
}
Markdown (Informal)
[CUNI Submissions in WMT18](https://preview.aclanthology.org/add-emnlp-2024-awards/W18-6416/) (Kocmi et al., WMT 2018)
ACL
- Tom Kocmi, Roman Sudarikov, and Ondřej Bojar. 2018. CUNI Submissions in WMT18. In Proceedings of the Third Conference on Machine Translation: Shared Task Papers, pages 431–437, Belgium, Brussels. Association for Computational Linguistics.