• DocumentCode
    1843911
  • Title

    Learning Semantic Roles for Ontology Patterns

  • Author

    Basili, Roberto ; Croce, Danilo ; Cao, Diego De ; Giannone, Cristina

  • Volume
    3
  • fYear
    2009
  • fDate
    15-18 Sept. 2009
  • Firstpage
    291
  • Lastpage
    294
  • Abstract
    An ontology learning method, based on large scale linguistic ontologies, such as FrameNet and WordNet, is here discussed. A robust learning method is defined to assign semantic roles to domain specific grammatical patterns according to distributional models of lexical semantics. Large scale experimental results over an IE task show an accuracy around 85-90%.
  • Keywords
    Conferences; Intelligent agent; Joining processes; Large-scale systems; Learning systems; Natural languages; Ontologies; Prototypes; Robustness; Telephony; Computational Language Learning; Ontology Learning; Semantic Role Labeling;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
  • Conference_Location
    Milan, Italy
  • Print_ISBN
    978-0-7695-3801-3
  • Electronic_ISBN
    978-1-4244-5331-3
  • Type

    conf

  • DOI
    10.1109/WI-IAT.2009.285
  • Filename
    5285042
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1843911