An unsupervised approach for semantic relation interpretation (Contributo in atti di convegno)

Type
Label
  • An unsupervised approach for semantic relation interpretation (Contributo in atti di convegno) (literal)
Anno
  • 2010-01-01T00:00:00+01:00 (literal)
Alternative label
  • Giovannetti E. (2010)
    An unsupervised approach for semantic relation interpretation
    in Seventh International Conference on Language Resources and Evaluation, Valletta, Malta, 19-21 maggio 2010
    (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori
  • Giovannetti E. (literal)
Pagina inizio
  • 3811 (literal)
Pagina fine
  • 3816 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#titoloVolume
  • Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10) (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note
  • In: LREC'10 - Seventh International Conference on Language Resources and Evaluation (Valletta, Malta, 17-23 May 2010). Proceedings, pp. 3811 - 3816. Nicoletta Calzolari (Conference Chair), Khalid Choukri, Bente Maegaard, Joseph Mariani, Jan Odjik, Stelios Piperidis, Mike Rosner, Daniel Tapias (eds.). European Language Resources Association (ELRA), 2010. (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#descrizioneSinteticaDelProdotto
  • ABSTRACT: In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of \"distributionally similar\" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system. (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni
  • ILC-CNR, Pisa (literal)
Titolo
  • An unsupervised approach for semantic relation interpretation (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#isbn
  • 2-9517408-6-7 (literal)
Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#curatoriVolume
  • Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis and Mike Rosner and Daniel Tapias (literal)
Abstract
  • In this work we propose a hybrid unsupervised approach for semantic relation extraction from Italian and English texts. The system takes as input pairs of \"distributionally similar\" terms, possibly involved in a semantic relation. To validate and label the anonymous relations holding between the terms in input, the candidate pairs of terms are looked for on the Web in the context of reliable lexico-syntactic patterns. This paper focuses on the definition of the patterns, on the measures used to assess the reliability of the suggested specific semantic relation and on the evaluation of the implemented system. (literal)
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