Semantic Proto-Roles

  • Reisinger D
  • Rudinger R
  • Ferraro F
  • et al.
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Abstract

We present the first large-scale, corpus based verification of Dowty’s seminal theory of proto-roles. Our results demonstrate both the need for and the feasibility of a property-based annotation scheme of semantic relationships, as opposed to the currently dominant notion of categorical roles.

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Reisinger, D., Rudinger, R., Ferraro, F., Harman, C., Rawlins, K., & Van Durme, B. (2015). Semantic Proto-Roles. Transactions of the Association for Computational Linguistics, 3, 475–488. https://doi.org/10.1162/tacl_a_00152

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