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34 research outcomes, page 1 of 4
  • publication . Preprint . Conference object . 2020
    The ADAPT Enhanced Dependency Parser at the IWPT 2020 Shared Task
    Open Access English
    Authors:
    James Barry; Joachim Wagner; Jennifer Foster;
    Persistent Identifiers

    doi: 10.18653/v1/2020.iwpt-1.24

    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Comment: Submitted to the 2020 IWPT shared task on parsing Enhanced Universal Dependencies

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  • publication . Conference object . Other literature type . Contribution for newspaper or weekly magazine . Preprint . 2020
    The European Language Technology Landscape in 2020: Language-Centric and Human-Centric AI for Cross-Cultural Communication in Multilingual Europe
    Open Access English
    Authors:
    Rehm, Georg; Marheinecke, Katrin; Hegele, Stefanie; Piperidis, Stelios; Bontcheva, Kalina; Hajic, Jan; Choukri, Khalid; Vasiljevs, Andrejs; Backfried, Gerhard; Prinz, Christoph; ...
    Persistent Identifiers

    doi: 10.5281/zenodo.4059156

    Publisher: HAL CCSD
    Project: EC | BDVe (732630), EC | X5gon (761758), EC | ELG (825627), SFI | ADAPT: Centre for Digital... (13/RC/2106), EC | AI4EU (825619)

    Multilingualism is a cultural cornerstone of Europe and firmly anchored in the European treaties including full language equality. However, language barriers impacting business, cross-lingual and cross-cultural communication are still omnipresent. Language Technologies ...

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  • publication . Conference object . Preprint . 2020
    Shape of Synth to Come: Why We Should Use Synthetic Data for English Surface Realization
    Open Access
    Authors:
    Henry Elder; Robert Burke; Alexander O'Connor; Jennifer Foster;
    Persistent Identifiers

    doi: 10.18653/v1/2020.acl-main.665

    Publisher: Association for Computational Linguistics
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    The Surface Realization Shared Tasks of 2018 and 2019 were Natural Language Generation shared tasks with the goal of exploring approaches to surface realization from Universal-Dependency-like trees to surface strings for several languages. In the 2018 shared task there ...

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  • publication . Conference object . Preprint . 2020
    Treebank embedding vectors for out-of-domain dependency parsing
    Open Access English
    Authors:
    Joachim Wagner; James Barry; Jennifer Foster;
    Persistent Identifiers

    doi: 10.18653/v1/2020.acl-main.778

    Publisher: Association for Computational Linguistics (ACL)
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Comment: Camera ready for ACL 2020

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  • publication . Preprint . Conference object . 2020
    Selecting Backtranslated Data from Multiple Sources for Improved Neural Machine Translation
    Open Access English
    Authors:
    Xabier Soto; Dimitar Shterionov; Alberto Poncelas; Andy Way;
    Persistent Identifiers

    doi: 10.18653/v1/2020.acl-main.359

    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Machine translation (MT) has benefited from using synthetic training data originating from translating monolingual corpora, a technique known as backtranslation. Combining backtranslated data from different sources has led to better results than when using such data in ...

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  • publication . Article . Preprint . Other literature type . 2020
    Throw variations and strain partitioning associated with fault-bend folding along normal faults
    Open Access English
    Authors:
    Efstratios Delogkos; Muhammad Mudasar Saqab; John J. Walsh; Vincent Roche; Conrad Childs;
    Persistent Identifiers

    doi: 10.5194/se-11-935-2020 , 10.5194/se-2019-171

    handle: 11250/2656448

    Publisher: Copernicus Publications
    Project: SFI | Irish Centre for Research... (13/RC/2092)

    <jats:p>Abstract. Normal faults have irregular geometries on a range of scales arising from different processes including refraction and segmentation. A fault with an average dip and constant displacement on a large-scale, will have irregular geometries on smaller scale...

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  • publication . Conference object . Preprint . 2019
    Selecting Artificially-Generated Sentences for Fine-Tuning Neural Machine Translation
    Open Access
    Authors:
    Alberto Poncelas; Andy Way;
    Persistent Identifiers

    doi: 10.18653/v1/w19-8629

    Publisher: Association for Computational Linguistics
    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 . Preprint . 2019
    Cross-lingual parsing with polyglot training and multi-treebank learning: a Faroese case study
    Open Access English
    Authors:
    James Barry; Joachim Wagner; Jennifer Foster;
    Persistent Identifiers

    doi: 10.18653/v1/d19-6118

    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 . Article . Other literature type . 2019
    The genetic landscape of Scotland and the Isles
    Open Access English
    Authors:
    Edmund Gilbert; Seamus O'Reilly; Michael Merrigan; Darren McGettigan; Veronique Vitart; Peter K. Joshi; David W. Clark; Harry Campbell; Caroline Hayward; Susan M. Ring; ...
    Persistent Identifiers

    doi: 10.1073/pnas.1904761116

    handle: 1983/a7ba4346-4ee8-4077-bc43-765bc9d0a449 , 20.500.11820/2781b9f8-0a8d-4283-886d-95a61f96a366

    pmc: PMC6754546

    pmid: 31481615

    Project: WT | Stratifying Resilience an... (104036), SFI | Genetic biomarkers for ep... (13/CDA/2223)

    Significance Modern genetic analysis has revealed genetic differentiation across the south of Britain and Ireland. This structure demonstrates the impact of hegemonies and migrations from the histories of Britain and Ireland. How this structure compares to the north of ...

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  • publication . Preprint . Conference object . 2019
    Combining SMT and NMT Back-Translated Data for Efficient NMT
    Open Access English
    Authors:
    Alberto Poncelas; Maja Popović; Dimitar Shterionov; Gideon Maillette de Buy Wenniger; Andy Way;
    Persistent Identifiers

    doi: 10.26615/978-954-452-056-4_107

    Project: EC | EDGE (713567), SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Neural Machine Translation (NMT) models achieve their best performance when large sets of parallel data are used for training. Consequently, techniques for augmenting the training set have become popular recently. One of these methods is back-translation (Sennrich et al...

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34 research outcomes, page 1 of 4