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Article published In: Constructions and Frames
Vol. 10:1 (2018) ► pp.38–60

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FrameNet’s Using relation as a source of concept-based paraphrases

 | University of Stuttgart
 | University of Stuttgart
Published online: 30 August 2018
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https://doi.org/10.1075/cf.00010.sik
Abstract
Characterizing paraphrases formally has proven to be a challenging task. Hasegawa, Y., Lee-Goldman, R., Kong, A., & Kimi, A. (2011). FrameNet as a resource for paraphrase research. Constructions and Frames, 3(1), 104–127. Google Scholar logo with link to Google Scholar pointed out the usefulness of FrameNet for paraphrase research, focusing on paraphrases which are backed by underlying classical linguistic relationships such as synonymy or voice alternations. This article proposes that other frame-to-frame-relations, notably Using, can serve as a source for concept-based paraphrases – that is, paraphrases that are backed by common sense knowledge, as in he called him a hero – he praised him for being a hero. While the predicates in these sentences are not synonymous, we would argue that the sentences are paraphrases – albeit of a kind that involves world knowledge about the relationship between different event classes. In this article, we propose a shallow taxonomy for the frame pairs which instantiate Using, that is motivated by their ability to form concept-based paraphrases. Second, we analyze the subclass of Using instances which supports concept-based paraphrasing, and provide a formalization of some prominent types of side conditions that are necessary to produce felicitous paraphrases.
Article outline
  • 1.Introduction
  • 2.Frame-to-frame relations in FrameNet
    • 2.1The Using relation
  • 3.Analyzing and classifying instances of Using
    • 3.1Class 1: EVENTUALITY uses OBJECT
    • 3.2Class 2: OBJECT uses OBJECT
    • 3.3Class 3: EVENTUALITY uses EVENTUALITY
      • 3.3.1Class 3a: minimal paraphrases
      • 3.3.2Class 3b: non-minimal paraphrases
    • 3.4Class 4: other (non-EVENTUALITY, non-OBJECT)
    • 3.5Frequencies of classes
  • 4.Formalizing side conditions for minimal concept-driven paraphrases
    • 4.1Side condition type 1: presence of sentiment
    • 4.2Side condition type 2: granularity of semantic roles
    • 4.3Side condition type 3: presence of semantic roles
  • 5.Conclusion
  • Notes
  • References
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