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18 research outcomes, page 1 of 2
  • publication . Preprint . Conference object . 2020
    Open Access English
    Authors:
    James Barry; Joachim Wagner; Jennifer Foster;
    Persistent Identifiers
    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 . Preprint . Conference object . 2020
    Open Access English
    Authors:
    Henry Elder; Robert Burke; Alexander O'Connor; Jennifer Foster;
    Persistent Identifiers
    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
    Open Access
    Authors:
    Yunhan Wu; Justin Edwards; Orla Cooney; Anna Bleakley; Philip R. Doyle; Leigh Clark; Daniel Rough; Benjamin R. Cowan;
    Persistent Identifiers
    Publisher: ACM
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106)

    Through proliferation on smartphones and smart speakers, intelligent personal assistants (IPAs) have made speech a common interaction modality. Yet, due to linguistic coverage and varying levels of functionality, many speakers engage with IPAs using a non-native languag...

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  • publication . Conference object . Contribution for newspaper or weekly magazine . Preprint . 2020
    Open Access English
    Authors:
    Rehm, Georg; Marheinecke, Katrin; Hegele, Stefanie; Piperidis, Stelios; Bontcheva, Kalina; Hajic, Jan; Choukri, Khalid; Vasiljevs, Andrejs; Backfried, Gerhard; Prinz, Christoph; ...
    Publisher: HAL CCSD
    Project: SFI | ADAPT: Centre for Digital... (13/RC/2106), EC | X5gon (761758), EC | ELG (825627), EC | BDVe (732630), 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
    Open Access English
    Authors:
    Joachim Wagner; James Barry; Jennifer Foster;
    Persistent Identifiers
    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 . Conference object . Preprint . 2020
    Open Access English
    Authors:
    Xabier Soto; Dimitar Shterionov; Alberto Poncelas; Andy Way;
    Persistent Identifiers
    Publisher: Association for Computational Linguistics (ACL)
    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 . Conference object . Preprint . 2019
    Open Access
    Authors:
    Alberto Poncelas; Andy Way;
    Persistent Identifiers
    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
    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 . 2019
    Open Access
    Authors:
    Alberto Poncelas; Maja Popović; Dimitar Shterionov; Gideon Maillette de Buy Wenniger; Andy Way;
    Persistent Identifiers
    Publisher: Incoma Ltd., Shoumen, Bulgaria
    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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  • publication . Conference object . Preprint . 2018
    Open Access
    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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18 research outcomes, page 1 of 2