iKernels

Machine Learning and NLP group at Trento.

Kateryna Tymoshenko

Research Fellow
University of Trento
Department of Information Engineering and Computer Science
Italy, TN 38123
Phone: +39 0461 314 549
Email: kateryna.tymoshenko@unitn.it

I am interested in exploiting the Linked Open Data datasets and Wikipedia as a source of background knowledge for solving NLP tasks.

My research interests include:

  • Word Sense Disambiguation
  • Information Extraction
  • Semantic Web
  • Machine Learning

Publications

Volha Bryl, Claudio Giuliano, Luciano Serafini, Kateryna Tymoshenko. “Supporting Natural Language Processing with Background Knowledge: Coreference Resolution Case.” In Proceedings of the 9th International Semantic Web Conference (ISWC2010), Shanghai, China, 2010.

Luisa Bentivogli, Claudio Giuliano, Pamela Forner, Alessandro Marchetti, Emanuele Pianta, Kateryna Tymoshenko. “Extending English ACE 2005 Corpus Annotation with Ground-truth Links to Wikipedia.” In Proceedings of the 2nd Workshop on The Peoples Web Meets NLP: Collaboratively Constructed Semantic Resources, Coling 2010., pp. 19–27, Beijing, China, 2010.

Kateryna Tymoshenko and Claudio Giuliano. “FBK-IRST: Semantic Relation Extraction Using Cyc.” In Proceedings of the 5th International Workshop on Semantic Evaluation (SemEval-2010), pp. 214–217, Uppsala, Sweden, 2010.

Volha Bryl, Claudio Giuliano, Luciano Serafini, Kateryna Tymoshenko. “Using Background Knowledge to Support Coreference Resolution.” In Proceedings of 19th European Conference on Artificial Intelligence (ECAI 2010), pp. 759–764, Lisbon, Portugal, 2010.

Claudio Giuliano, Alfio Massimiliano Gliozzo, Aldo Gangemi, Kateryna Tymoshenko. “Acquiring Thesauri from Wikis by Exploiting Domain Models and Lexical Substitution.” In Proceedings of 7th Extended Semantic Web Conference (ESWC 2010), pp. 121–135, Heraklion, Greece, 2010.