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7 research outcomes, page 1 of 1
  • publication . Preprint . Conference object . Contribution for newspaper or weekly magazine . 2020
    Open Access English
    Authors:
    Biao Zhang; Philip Williams; Ivan Titov; Rico Sennrich;
    Countries: United Kingdom, Switzerland
    Project: EC | GoURMET (825299), SNSF | Multi-Task Learning with ... (PP00P1_176727), EC | ELITR (825460)

    Massively multilingual models for neural machine translation (NMT) are theoretically attractive, but often underperform bilingual models and deliver poor zero-shot translations. In this paper, we explore ways to improve them. We argue that multilingual NMT requires stro...

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  • publication . Other literature type . Conference object . 2020
    Open Access English
    Authors:
    Agren, Quentin; Michaud, Geneviève;
    Publisher: Zenodo
    Project: EC | SSHOC (823782), EC | ESS-SUSTAIN (676166)

    ESS ERIC in collaboration with Sciences Po decided to develop a Web Panel Sample Service as part of the SSHOC project. This software will be used by ESS ERIC for CRONOS-2, a cross-national panel, as part of ESS-SUSTAIN-2 H2020 project. This presentation outlines the mai...

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  • publication . Conference object . 2019
    Open Access English
    Authors:
    Ryan Blything; Ivan Vankov; Casimir J. H. Ludwig; Jeffrey S. Bowers;
    Persistent Identifiers
    Publisher: Cognitive Computational Neuroscience
    Project: EC | M and M (741134)
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  • publication . Conference object . Other literature type . Contribution for newspaper or weekly magazine . Preprint . 2018
    Open Access English
    Authors:
    Rachel Bawden; Rico Sennrich; Alexandra Birch; Barry Haddow;
    Publisher: HAL CCSD
    Countries: United Kingdom, Switzerland, France
    Project: EC | SUMMA (688139), SNSF | Dating structural fabric ... (200020-105212), EC | HimL (644402), EC | TraMOOC (644333), SNSF | Rich Context in Neural Ma... (10521F_169888)

    For machine translation to tackle discourse phenomena, models must have access to extra-sentential linguistic context. There has been recent interest in modelling context in neural machine translation (NMT), but models have been principally evaluated with standard autom...

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  • publication . Conference object . Contribution for newspaper or weekly magazine . Preprint . 2017
    Open Access English
    Authors:
    Maria Nadejde; Siva Reddy; Rico Sennrich; Tomasz Dwojak; Marcin Junczys-Dowmunt; Philipp Koehn; Alexandra Birch;
    Country: United Kingdom
    Project: EC | SUMMA (688139)

    Neural machine translation (NMT) models are able to partially learn syntactic information from sequential lexical information. Still, some complex syntactic phenomena such as prepositional phrase attachment are poorly modeled. This work aims to answer two questions: 1) ...

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  • publication . Preprint . Conference object . Contribution for newspaper or weekly magazine . 2016
    Open Access English
    Authors:
    Ahmed Ali; Peter Bell; James Glass; Yacine Messaoui; Hamdy Mubarak; Steve Renals; Yifan Zhang;
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Country: United Kingdom
    Project: EC | SUMMA (688139)

    This paper describes the Arabic Multi-Genre Broadcast (MGB-2) Challenge for SLT-2016. Unlike last year's English MGB Challenge, which focused on recognition of diverse TV genres, this year, the challenge has an emphasis on handling the diversity in dialect in Arabic spe...

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  • publication . Preprint . Conference object . Contribution for newspaper or weekly magazine . 2016
    Open Access English
    Authors:
    Marcin Junczys-Dowmunt; Tomasz Dwojak; Rico Sennrich;
    Publisher: Association for Computational Linguistics
    Country: United Kingdom
    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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7 research outcomes, page 1 of 1