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5 Research products, page 1 of 1

  • Publications
  • 2018-2022
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  • Publication . Preprint . Article . 2020
    Open Access English
    Authors: 
    Kocmi, Tom; Limisiewicz, Tomasz; Stanovsky, Gabriel;
    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
    Authors: 
    Rehm, Georg; Marheinecke, Katrin; Hegele, Stefanie; Piperidis, Stelios; Bontcheva, Kalina; Hajic, Jan; Choukri, Khalid; Vasiljevs, Andrejs; Backfried, Gerhard; Prinz, Christoph; +37 more
    Countries: Denmark, France
    Project: FCT | PINFRA/22117/2016 (PINFRA/22117/2016), EC | X5gon (761758), EC | ELG (825627), SFI | ADAPT: Centre for Digital... (13/RC/2106), EC | AI4EU (825619), 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 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 English
    Authors: 
    Ondřej Cífka; Ondřej Bojar;

    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...