Transferring frames: utilization of linked lexical resources

  • Authors:
  • Lars Borin;Markus Forsberg;Richard Johansson;Kaarlo Voionmaa;Kristiina Muhonen;Tanja Purtonen

  • Affiliations:
  • University of Gothenburg;University of Gothenburg;University of Gothenburg;University of Gothenburg;University of Helsinki;University of Helsinki

  • Venue:
  • WILS '12 Proceedings of the NAACL-HLT Workshop on the Induction of Linguistic Structure
  • Year:
  • 2012

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Abstract

In our experiment, we evaluate the transferability of frames from Swedish to Finnish in parallel corpora. We evaluate both the theoretical possibility of transferring frames and the possibility of performing it using available lexical resources. We add the frame information to an extract of the Swedish side of the Kotus and JRC-Acquis corpora using an automatic frame labeler and copy it to the Finnish side. We focus on evaluating the results to get an estimation on how often the parallel sentences can be said to express the same frame. This sheds light on the questions: Are the same situations in the two languages expressed using different frames, i.e. are the frames transferable even in theory? How well can the frame information of running text be transferred from one language to another?