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7 Research products, page 1 of 1

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  • 2017-2021
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  • Publication . Preprint . Article . 2020 . Embargo End Date: 01 Jan 2020
    Open Access
    Authors: 
    Kocmi, Tom; Limisiewicz, Tomasz; Stanovsky, Gabriel;
    Publisher: arXiv
    Project: EC | Bergamot (825303)

    Gender bias in machine translation can manifest when choosing gender inflections based on spurious gender correlations. For example, always translating doctors as men and nurses as women. This can be particularly harmful as models become more popular and deployed within...

  • Publication . Preprint . Conference object . Contribution for newspaper or weekly magazine . Article . 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; +37 more
    Publisher: HAL CCSD
    Countries: France, Denmark
    Project: FCT | PINFRA/22117/2016 (PINFRA/22117/2016), EC | X5gon (761758), EC | ELG (825627), EC | AI4EU (825619), SFI | ADAPT: Centre for Digital... (13/RC/2106), EC | BDVe (732630)

    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 ...

  • Publication . Conference object . Preprint . Article . 2020
    Open Access English
    Authors: 
    Khojasteh, H. A.; Ansari, E.; Mahdi Bohlouli;
    Country: France

    Language recognition has been significantly advanced in recent years by means of modern machine learning methods such as deep learning and benchmarks with rich annotations. However, research is still limited in low-resource formal languages. This consists of a significa...

  • Open Access English
    Authors: 
    van Bavel, B.J.P.; Curtis, Daniel; Hannaford, Matthew; Moatsos, M.; Roosen, Joris; Soens, Tim; LS Transities v. economie en samenleving; OGKG - Sociaal-economische geschiedenis; LS Economische Geschiedenis;
    Countries: Belgium, Netherlands
    Project: EC | COORDINATINGFORLIFE (339647), NWO | CLARIAH Common Lab Resear... (2300184354)

    Recent advances in paleoclimatology and the growing digital availability of large historical datasets on human activity have created new opportunities to investigate long‐term interactions between climate and society. However, noncritical use of historical datasets can ...

  • Open Access English
    Authors: 
    Van Der Eycken, Johan; Styven, Dorien; Gheldof, Tom; Depoortere, Rolande;
    Publisher: HAL CCSD
    Countries: France, Belgium

    This article shows that metadata plays a central role in our society and concludes that through collaborative work, it is possible to pool solutions and to establish relationships of cooperation, both at the level of practical tool development and with regard to sharing...

  • Publication . Article . Conference object . Preprint . 2018
    Open Access
    Authors: 
    Ondřej Cífka; Ondřej Bojar;
    Publisher: Association for Computational Linguistics

    One of possible ways of obtaining continuous-space sentence representations is by training neural machine translation (NMT) systems. The recent attention mechanism however removes the single point in the neural network from which the source sentence representation can b...

  • Open Access

    Sharing scientific data, with the objective of making it fully discoverable, accessible, assessable, intelligible, usable, and interoperable, requires work at the disciplinary level to define in particular how the data should be formatted and described. Each discipline ...