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221 research outcomes, page 1 of 23
  • publication . Article . 2021
    Open Access English
    Authors:
    Martinc, Matej; Haider, Fasih; Pollak, Senja; Luz, Saturnino;
    Publisher: Frontiers Media S.A.
    Project: EC | SAAM (769661)

    Background: Advances in machine learning (ML) technology have opened new avenues for detection and monitoring of cognitive decline. In this study, a multimodal approach to Alzheimer's dementia detection based on the patient's spontaneous speech is presented. This approa...

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  • publication . Article . Research . 2021
    Open Access
    Authors:
    Jackie E. Kendrick; Lauren N. Schaefer; Jenny Schauroth; Andrew F. Bell; Oliver D. Lamb; Anthony Lamur; Takahiro Miwa; Rebecca Coats; Yan Lavallée; Ben M. Kennedy;
    Publisher: Copernicus GmbH
    Project: EC | SLIM (306488)

    <jats:p>Abstract. Volcanoes represent one of the most critical geological settings for hazard modelling due to their propensity to both unpredictably erupt and collapse, even in times of quiescence. Volcanoes are heterogeneous at multiple scales, from porosity, which is...

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  • publication . Article . 2020
    Open Access English
    Authors:
    Anna-Katharina Jung; Björn Ross; Stefan Stieglitz;
    Project: EC | RISE_SMA (823866)

    <jats:p> As false information may spread rapidly on social media, a profound understanding of how it can be debunked is required. This study offers empirical insights into the development of rumors after they are debunked, the various user groups who are involved in the...

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  • publication . Preprint . Contribution for newspaper or weekly magazine . Conference object . 2020
    Open Access English
    Authors:
    Arturo Oncevay; Barry Haddow; Alexandra Birch;
    Project: EC | GoURMET (825299), UKRI | Peta-5: A National Facili... (EP/P020259/1), UKRI | MTStretch: Low-resource M... (EP/S001271/1)

    Comment: Accepted at EMNLP 2020. Camera-ready version

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  • publication . Conference object . Other literature type . Contribution for newspaper or weekly magazine . 2020
    Open Access English
    Authors:
    Jonathan Mallinson; Rico Sennrich; Mirella Lapata;
    Publisher: Association for Computational Linguistics
    Project: EC | TransModal (681760)

    Sentence simplification aims to make sentences easier to read and understand. Recent approaches have shown promising results with encoder-decoder models trained on large amounts of parallel data which often only exists in English. We propose a zero-shot modeling framewo...

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  • publication . Contribution for newspaper or weekly magazine . Conference object . 2020
    Open Access English
    Authors:
    Sofia de la Fuente Garcia; Fasih Haider; Saturnino Luz;
    Publisher: Institute of Electrical and Electronics Engineers (IEEE)
    Project: EC | SAAM (769661)

    Speech analysis could help develop clinical tools for automatic detection of Alzheimer's disease and monitoring of its progression. However, datasets containing both clinical information and spontaneous speech suitable for statistical learning are relatively scarce. In ...

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  • publication . Article . Other literature type . 2020
    Open Access English
    Authors:
    Anders Svensson; Dorthe Dahl-Jensen; Jørgen Peder Steffensen; Thomas Blunier; Sune O. Rasmussen; Bo M. Vinther; Paul Vallelonga; Emilie Capron; Vasileios Gkinis; Eliza Cook; ...
    Publisher: Copernicus Publications
    Project: NSF | Collaborative Research: I... (1142166), SNSF | EURODIVERSITY 2005 FP083-... (20ED21-114216), EC | TiPES (820970), EC | THERA (820047), NSF | Collaborative Research: I... (0839093)

    <p><span id="page1566"/>The last glacial period is characterized by a number of millennial climate events that have been identified in both Greenland and Antarctic ice cores and that are abrupt in Greenland climate records. The mechanisms governing this climate variabil...

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  • publication . Contribution for newspaper or weekly magazine . Conference object . 2020
    Open Access English
    Authors:
    Jindřich Libovický; Zdeněk Kasner; Jindřich Helcl; Ondřej Dušek;
    Project: EC | Bergamot (825303)

    We present our submission to the Simultaneous Translation And Paraphrase for Language Education (STAPLE) challenge. We used a standard Transformer model for translation, with a crosslingual classifier predicting correct translations on the output n-best list. To increas...

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  • publication . Conference object . Contribution for newspaper or weekly magazine . 2020
    Open Access English
    Authors:
    Miloš Stanojević; Mark Steedman;
    Publisher: Association for Computational Linguistics
    Project: EC | SEMANTAX (742137)

    Incremental syntactic parsing has been an active research area both for cognitive scientists trying to model human sentence processing and for NLP researchers attempting to combine incremental parsing with language modelling for ASR and MT. Most effort has been directed...

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  • publication . Contribution for newspaper or weekly magazine . Conference object . Preprint . 2020
    Open Access English
    Authors:
    Pinelopi Papalampidi; Frank Keller; Lea Frermann; Mirella Lapata;
    Project: EC | TransModal (681760)

    Comment: Accepted to appear at ACL 2020

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221 research outcomes, page 1 of 23