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26 research outcomes, page 1 of 3
  • publication . Conference object . 2010
    Open Access
    Authors:
    Tsuyoshi Okita;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142)

    Parallel corpora are made by human beings. However, as an MT system is an aggregation of state-of-the-art NLP technologies without any intervention of human beings, it is unavoidable that quite a few sentence pairs are beyond its analysis and that will therefore not con...

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  • publication . Conference object . Book . Part of book or chapter of book . 2011
    Open Access English
    Authors:
    Walid Magdy; Gareth J. F. Jones;
    Persistent Identifiers
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142)

    The translation stage in cross language information retrieval (CLIR) acts as the main enabling stage to cross the language barrier between documents and queries. In recent years machine translation (MT) systems have become the dominant approach to translation in CLIR. H...

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  • publication . Conference object . 2015
    Open Access English
    Authors:
    Ergun Bicici; Andy Way;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142), EC | QTLAUNCHPAD (296347)

    We use referential translation machines (RTM) for quality estimation of translation outputs. RTMs are a computational model for identifying the translation acts between any two data sets with respect to interpretants selected in the same domain, which are effective when...

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  • publication . Conference object . Preprint . 2019
    Open Access
    Authors:
    James Barry; Joachim Wagner; Jennifer Foster;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Comment: Submitted to the DeepLo workshop at EMNLP

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  • publication . Conference object . Preprint . 2018
    Open Access English
    Authors:
    Peyman Passban; Qun Liu; Andy Way;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Recently, neural machine translation (NMT) has emerged as a powerful alternative to conventional statistical approaches. However, its performance drops considerably in the presence of morphologically rich languages (MRLs). Neural engines usually fail to tackle the large...

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  • publication . Part of book or chapter of book . Conference object . 2010
    Open Access
    Authors:
    Sandipan Dandapat; Mikel L. Forcada; Declan Groves; Sergio Penkale; John Tinsley; Andy Way;
    Persistent Identifiers
    Publisher: Springer Berlin Heidelberg
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142), SFI | Integration of an existin... (07/W.1/I1802)

    We describe OpenMaTrEx, a free/open-source example-based machine translation (EBMT) system based on the marker hypothesis, comprising a marker-driven chunker, a collection of chunk aligners, and two engines: one based on a simple proof-of-concept monotone EBMT recombina...

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  • publication . Conference object . 2017
    Open Access English
    Authors:
    Alfredo Maldonado; Lifeng Han; Erwan Moreau; Ashjan Alsulaimani; Koel Dutta Chowdhury; Carl Vogel; Qun Liu;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics (ACL)
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    International audience; A description of a system for identifying Verbal Multi-Word Expressions (VMWEs) in running text is presented. The system mainly exploits universal syntactic dependency features through a Conditional Random Fields (CRF) sequence model. The system ...

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  • publication . Conference object . Preprint . 2019
    Open Access English
    Authors:
    Alberto Poncelas; Andy Way;
    Persistent Identifiers
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Neural Machine Translation (NMT) models tend to achieve best performance when larger sets of parallel sentences are provided for training. For this reason, augmenting the training set with artificially-generated sentence pairs can boost performance. Nonetheless, the per...

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  • publication . Conference object . 2010
    Open Access
    Authors:
    Rejwanul Haque; Sudip Kumar Naskar; Andy Way; Marta R. Costa-jussà; Rafael E. Banchs;
    Persistent Identifiers
    Publisher: IEEE
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142)

    Target phrase selection, a crucial component of the state-of-the-art phrase-based statistical machine translation(PBSMT) model, plays a key role in generating accurate translation hypotheses. Inspired by context-rich word-sense disambiguation techniques, machine transla...

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  • publication . Conference object . 2010
    Open Access
    Authors:
    David Lewis; Stephen Curran; Kevin Feeney; Zohar Etzioni; John Keeney; Andy Way; Reinhard Schäler;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics
    Project: SFI | CSET CNGL: Next Generatio... (07/CE/I1142)

    peer-reviewed This paper was obtained through PEER (Publishing and the Ecology of European Research) http://www.peerproject.eu Developments in Natural Language Processing technologies promise a variety of benefits to the localization industry, both in its current form i...

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26 research outcomes, page 1 of 3