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Search: WFRF:(Kurfali Murathan 1990 ) > (2019)

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  • Kurfali, Murathan, 1990-, et al. (author)
  • Zero-shot transfer for implicit discourse relation classification
  • 2019
  • In: 20th Annual Meeting of the Special Interest Group on Discourse and Dialogue. - Stroudsburg, PA, USA : Association for Computational Linguistics. ; , s. 226-231
  • Conference paper (peer-reviewed)abstract
    • Automatically classifying the relation between sentences in a discourse is a challenging task, in particular when there is no overt expression of the relation. It becomes even more challenging by the fact that annotated training data exists only for a small number of languages, such as English and Chinese. We present a new system using zero-shot transfer learning for implicit discourse relation classification, where the only resource used for the target language is unannotated parallel text. This system is evaluated on the discourse-annotated TEDMDB parallel corpus, where it obtains good results for all seven languages using only English training data.
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