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Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F23%3AJU7Q62PT" target="_blank" >RIV/00216208:11320/23:JU7Q62PT - isvavai.cz</a>

  • Result on the web

    <a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85175440581&partnerID=40&md5=1ed25006e345ff3a04fd36cf1cb97f1f" target="_blank" >https://www.scopus.com/inward/record.uri?eid=2-s2.0-85175440581&partnerID=40&md5=1ed25006e345ff3a04fd36cf1cb97f1f</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels

  • Original language description

    "Deverbal nouns are nominal forms of verbs commonly used in written English texts to describe events or actions, as well as their arguments. However, many NLP systems, and in particular pattern-based ones, neglect to handle such nominalized constructions. The solutions that do exist for handling arguments of nominalized constructions are based on semantic annotation and require semantic ontologies, making their applications restricted to a small set of nouns. We propose to adopt instead a more syntactic approach, which maps the arguments of deverbal nouns to the universal-dependency relations of the corresponding verbal construction. We present an unsupervised mechanism-based on contextualized word representations-which allows to enrich universal-dependency trees with dependency arcs denoting arguments of deverbal nouns, using the same labels as the corresponding verbal cases. By sharing the same label set as in the verbal case, patterns that were developed for verbs can be applied without modification but with high accuracy also to the nominal constructions. © 2023 Association for Computational Linguistics."

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

Others

  • Publication year

    2023

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    "Proc. Annu. Meet. Assoc. Comput Linguist."

  • ISBN

    978-195942962-3

  • ISSN

    0736-587X

  • e-ISSN

  • Number of pages

    15

  • Pages from-to

    2921-2935

  • Publisher name

    Association for Computational Linguistics (ACL)

  • Place of publication

  • Event location

    Cham

  • Event date

    Jan 1, 2023

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article