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Identity and Granularity of Events in Text

Abstract · Apr 13, 2017 19:23 ·

document same event book coreference events john mary identity gave cs-cl

Arxiv Abstract

  • Piek Vossen
  • Agata Cybulska

In this paper we describe a method to detect event descrip- tions in different news articles and to model the semantics of events and their components using RDF representations. We compare these descriptions to solve a cross-document event coreference task. Our com- ponent approach to event semantics defines identity and granularity of events at different levels. It performs close to state-of-the-art approaches on the cross-document event coreference task, while outperforming other works when assuming similar quality of event detection. We demonstrate how granularity and identity are interconnected and we discuss how se- mantic anomaly could be used to define differences between coreference, subevent and topical relations.

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