UFAL Submissions to the IWSLT 2016 MT Track

Ondřej Bojar, Ondřej Cifka, Jindřich Helcl , Tom Kocmi, Roman Sudarikov

Research output: Contribution to conferencePaperpeer-review

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 Tensor-Flow and (3) Nematus, an established NMT system.
Original languageEnglish
Number of pages8
Publication statusPublished - 8 Dec 2016
Event13th International Workshop on Spoken Language Translation 2016 - Seattle, United States
Duration: 8 Dec 20169 Dec 2016
https://workshop2016.iwslt.org/

Conference

Conference13th International Workshop on Spoken Language Translation 2016
Abbreviated titleIWSLT 2016
CountryUnited States
CitySeattle
Period8/12/169/12/16
Internet address

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