Towards reference-aware FrameNet representations: Bridging generic and specific event knowledge

Gosse Minnema, Levi Remijnse, Johan Bos, Tommaso Caselli, Antske Fokkens, Malvina Nissim, Marten Postma, Piek Vossen

    Research output: Contribution to conferencePosterAcademic

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    Abstract

    FrameNet (Baker et al., 2003) is a resource that encodes conceptual and linguistic knowledge in the form of frames: information packages defining
    word senses and semantic roles associated with a particular type of event, situation or concept. FrameNet is a rich resource for describing how
    events and situations can be conceptualized in language in different ways, but is limited by its focus on lexical semantics and lack of a notion of reference: a frame-semantic analysis of the event descriptions in (1) would tell us that both describe the same event type (i.e., a commercial transaction, conceptualized from two different perspectives), but not whether they in fact describe the same event token in the real world.

    (1)
    a. Yesterday, John sold Mary a book.
    b. A woman bought a novel in the shop.

    To address this limitation, we are currently developing a new FrameNet-based resource, comprising a lexical database, annotated corpus and a semantic parser, that is ‘referentially enriched’ in two ways: frame annotations are linked, on one hand, to referential information from an ontology of real-world event tokens, and on the other hand to truth-conditional meaning representations.
    Original languageEnglish
    Publication statusPublished - May-2020
    EventGeCKo Symposium: Integrating Generic and Contextual Knowledge - (online), Barcelona, Spain
    Duration: 18-May-202018-May-2020
    https://sites.google.com/view/gecko2020

    Workshop

    WorkshopGeCKo Symposium
    CountrySpain
    CityBarcelona
    Period18/05/202018/05/2020
    Internet address

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