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3 research outcomes, page 1 of 1
  • publication . Contribution for newspaper or weekly magazine . Conference object . Preprint . 2018
    Open Access English
    Authors:
    Marcin Junczys-Dowmunt; Roman Grundkiewicz; Tomasz Dwojak; Hieu Hoang; Kenneth Heafield; Tom Neckermann; Frank Seide; Ulrich Germann; Alham Fikri Aji; Nikolay Bogoychev; ...
    Project: EC | TraMOOC (644333), EC | MMT (645487), EC | HimL (644402), EC | SUMMA (688139)

    We present Marian, an efficient and self-contained Neural Machine Translation framework with an integrated automatic differentiation engine based on dynamic computation graphs. Marian is written entirely in C++. We describe the design of the encoder-decoder framework an...

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  • publication . Preprint . Contribution for newspaper or weekly magazine . 2016
    Open Access English
    Authors:
    Junczys-Dowmunt, Marcin; Dwojak, Tomasz; Hoang, Hieu;
    Project: EC | SUMMA (688139)

    Comment: Accepted for presentation at IWSLT 2016, Seattle

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  • publication . Contribution for newspaper or weekly magazine . Preprint . Conference object . 2016
    Open Access English
    Authors:
    Marcin Junczys-Dowmunt; Tomasz Dwojak; Rico Sennrich;
    Project: EC | TraMOOC (644333), EC | SUMMA (688139)

    This paper describes the AMU-UEDIN submissions to the WMT 2016 shared task on news translation. We explore methods of decode-time integration ofattention-based neural translation models with phrase-based statistical machinetranslation. Efficient batch-algorithms for GPU...

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3 research outcomes, page 1 of 1