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[DREAM] Distributed dynamic REpresentations for diAlogue Management (819455)
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2 research outcomes, page 1 of 1
  • publication . Conference object . Preprint . 2020
    Open Access English
    Authors:
    Giulianelli, M.; Del Tredici, M.; Fernández, R.; Jurafsky, D.; Chai, J.; Schluter, N.; Tetreault, J.;
    Country: Netherlands
    Project: EC | DREAM (819455)

    This paper presents the first unsupervised approach to lexical semantic change that makes use of contextualised word representations. We propose a novel method that exploits the BERT neural language model to obtain representations of word usages, clusters these represen...

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  • publication . Conference object . Preprint . 2020
    Open Access English
    Authors:
    Takmaz, E.; Giulianelli, M.; Pezzelle, S.; Sinclair, A.; Fernández, R.; Webber, B.; Cohn, T.; He, Y.; Liu, Y.;
    Country: Netherlands
    Project: EC | DREAM (819455)

    Dialogue participants often refer to entities or situations repeatedly within a conversation, which contributes to its cohesiveness. Subsequent references exploit the common ground accumulated by the interlocutors and hence have several interesting properties, namely, t...

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2 research outcomes, page 1 of 1