COLLIE: a broad-coverage ontology and lexicon of verbs in English.

Progress on deep language understanding is inhibited by the lack of a broad coverage lexicon that connects linguistic behavior to ontological concepts and axioms. We have developed COLLIE-V, a deep lexical resource for verbs, with the coverage of WordNet and syntactic and semantic details that meet...

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Publicado en:Language Resources & Evaluation Vol. 57; no. 1; pp. 57 - 87
Autores principales: Allen, James, An, Hannah, Bose, Ritwik, de Beaumont, Will, Teng, Choh Man
Formato: Artículo
Publicado: Springer Nature Mar2023
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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          Allen, James
          An, Hannah
          Bose, Ritwik
          de Beaumont, Will
          Teng, Choh Man
        affil:
          Department Computer Science, University of Rochester, 14627, Rochester, NY, USA
          Institute of Human and Machine Cognition, 40 S. Alcaniz, 32501, Pensacola, FL, USA
      su:
        English language
        Lexicon
        Verbs
        Ontology
        Encyclopedias & dictionaries
        Handedness
      sug:
        subj:
          English language
          Lexicon
          Verbs
          Ontology
          Encyclopedias & dictionaries
          Handedness
      keyword:
        Learning
        Semantic lexicon
      ab: Progress on deep language understanding is inhibited by the lack of a broad coverage lexicon that connects linguistic behavior to ontological concepts and axioms. We have developed COLLIE-V, a deep lexical resource for verbs, with the coverage of WordNet and syntactic and semantic details that meet or exceed existing resources. Bootstrapping from a hand-built lexicon and ontology, new ontological concepts and lexical entries, together with semantic role preferences and entailment axioms, are automatically derived by combining multiple constraints from parsing dictionary definitions and examples. We evaluated the accuracy of the technique along a number of different dimensions and were able to obtain high accuracy in deriving new concepts and lexical entries. COLLIE-V is publicly available.
      pubtype: Academic Journal
      doctype: Article
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    language: English
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      custom: Language Resources & Evaluation is a copyright of Springer, 2023. All Rights Reserved.
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