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Istituto di linguistica computazionale "Antonio Zampolli"

Torna all'elenco Contributi in atti di convegno anno 2014

Contributo in atti di convegno

Tipo: Contributo in atti di convegno

Titolo: From Synsets to Videos: Enriching ItalWordNet Multimodally

Anno di pubblicazione: 2014

Formato: Elettronico

Autori: Bartolini R., Quochi V., De Felice, I., Russo I., Monachini M.

Affiliazioni autori: CNR-ILC

Autori CNR:

  • ROBERTO BARTOLINI
  • IRENE DE FELICE
  • MONICA MONACHINI
  • VALERIA QUOCHI
  • IRENE RUSSO

Lingua: inglese

Abstract: The paper describes the multimodal enrichment of ItalWordNet action verbs' entries by means of an automatic mapping with a conceptual ontology of action types instantiated by video scenes (ImagAct). The two resources present significative differences as well as interesting complementary features, such that a mapping of these two resources can lead to a an enrichment of IWN, through the connection between synsets and videos apt to illustrate the meaning described by glosses. Here, we describe an approach inspired by ontology matching methods for the automatic mapping of ImagAct video scenes onto ItalWordNet. The experiments described in the paper are conducted on Italian, but the same methodology can be extended to other languages for which WordNets have been created, since ImagAct is available also for English, Chinese and Spanish. This source of multimodal information can be exploited to design second language learning tools, as well as for language grounding in action recognition in video sources and potentially for robotics.

Lingua abstract: inglese

Pagine da: 3110

Pagine a: 3117

Pagine totali: 8

Curatore/i del volume: N. Calzolari, K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, S. Piperidis

ISBN: 978-2-9517408-8-4

Editore: European Language Resources Association ELRA, Paris (FRA)

Referee: Sė: Internazionale

Stato della pubblicazione: Published version

Indicizzato da:

  • Google Scholar [https://scholar.google.com/citations?view_op=view_citation&hl=en&user=hdCXghoAAAAJ&citation_for_view=hdCXghoAAAAJ:9yKSN-GCB0IC]
  • ISI Web of Science (WOS) [000355611004120]

Parole chiave:

  • Action ontology
  • Multimodality
  • WordNet

URL: http://www.lrec-conf.org/proceedings/lrec2014/index.html

Congresso nome: LREC 2014. European Language Resources Association ELRA : Paris (Francia)

Congresso luogo: Reykjavik, Iceland

Congresso data: 26-31 may

Congresso rilevanza: Internazionale

Congresso relazione: Contributo

Strutture CNR:

Moduli:

Allegati: From Synsets to Videos: Enriching ItalWordNet Multimodally (application/pdf)

 
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