UFAL Submissions to the IWSLT 2016 MT Track
Ondřej Bojar, Ondřej Cífka, Jindřich Helcl, Tom Kocmi, Roman Sudarikov
Abstract
We present our submissions to the IWSLT 2016 machine translation task, as our first attempt to translate subtitles and one of our early experiments with neural machine translation (NMT). We focus primarily on English→Czech translation direction but perform also basic adaptation experiments for NMT with German and also the reverse direction. Three MT systems are tested: (1) our Chimera, a tight combination of phrase-based MT and deep linguistic processing, (2) Neural Monkey, our implementation of a NMT system in TensorFlow and (3) Nematus, an established NMT system.- Anthology ID:
- 2016.iwslt-1.24
- Volume:
- Proceedings of the 13th International Conference on Spoken Language Translation
- Month:
- December 8-9
- Year:
- 2016
- Address:
- Seattle, Washington D.C
- Editors:
- Mauro Cettolo, Jan Niehues, Sebastian Stüker, Luisa Bentivogli, Rolando Cattoni, Marcello Federico
- Venue:
- IWSLT
- SIG:
- SIGSLT
- Publisher:
- International Workshop on Spoken Language Translation
- Note:
- Pages:
- Language:
- URL:
- https://aclanthology.org/2016.iwslt-1.24
- DOI:
- Cite (ACL):
- Ondřej Bojar, Ondřej Cífka, Jindřich Helcl, Tom Kocmi, and Roman Sudarikov. 2016. UFAL Submissions to the IWSLT 2016 MT Track. In Proceedings of the 13th International Conference on Spoken Language Translation, Seattle, Washington D.C. International Workshop on Spoken Language Translation.
- Cite (Informal):
- UFAL Submissions to the IWSLT 2016 MT Track (Bojar et al., IWSLT 2016)
- PDF:
- https://preview.aclanthology.org/nschneid-patch-4/2016.iwslt-1.24.pdf
- Data
- WMT 2016