Krzysztof Paweł Wróbel MSc

Main Info







Research interests
  • Natural Language Processing
  • Machine Learning

Record of Publications

  1. K. Wróbel, A. Smywiński-Pohl, Contextual character embeddings. In Twelfth ACC Cyfronet AGH HPC Users' Conference, 59-60, 2019.


  2. K. Wróbel, Polish word association prediction. In 9th Language & Technology Conference, 2019.


  3. K. Wróbel, Approaching automatic cyberbullying detection for polish tweets. In Proceedings of the PolEval 2019 Workshop, 2019.


  4. A. Smywiński-Pohl, K. Lasocki, K. Wróbel, M. Strzalta, Automatic construction of a Polish legal dictionary with mappings to extra-legal terms established via word embeddings. In Proceedings of the Seventeenth International Conference on Artificial Intelligence and Law, 234-238. ACM, 2019.


  5. K. Wróbel, M. Wielgosz, M. Pietroń, M. Karwatowski, J. Duda, A. Smywiński-Pohl, Improving text classification with vectors of reduced precision. In Proc. ICAART 2018 10th International Conference on Agents and Artificial Intelligence, 531-538, 2018.


  6. K. Wróbel, A. Smywiński-Pohl, KNER: Named entity recognition for Polish. In Proceedings of the PolEval 2018 Workshop, 101-108, 2018.


  7. K. Wróbel, M. Pietroń, M. Wielgosz, M. Karwatowski, K. Wiatr, Convolutional neural network compression for natural language processing, 2018.


  8. K. Wróbel, M. Pietroń, M. Wielgosz, M. Karwatowski, K. Wiatr, Hardware aware neural network compression. In CGW Workshop'18, 39-40, 2018.


  9. K. Wróbel, M. Wielgosz, A. Smywiński-Pohl, M. Pietroń, Comparative performance analysis of selected vsm and ontology-based text classification methods. In Partiality and Underspecification in Information, Languages, and Knowledge, 57-296, Cambridge Scholars Publishing, 2017.


  10. K. Wróbel, KRNNT: Polish recurrent neural network tagger. In 8th Language & Technology Conference, 386-391, Vetulani, 2017.


  11. K. Wróbel, M. Wielgosz, M. Pietroń, M. Karwatowski, A. Smywiński-Pohl, Improving text classification with vectors of reduced precision. arXiv preprint arXiv:1706.06363, 2017.


  12. K. Wróbel, M. Wielgosz, A. Smywiński-Pohl, M. Pietron, Comparison of svm and ontology-based text classification methods. In International Conference on Artificial Intelligence and Soft Computing, 667-680. Springer, Cham, 2016.


  13. K. Wróbel, PLUJAGH at semeval-2016 task 11: Simple system for complex word identification. In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 953-957, 2016.


  14. D. Szulc, J. Galka, M. M±sior, F. Malawski, T. J. Wilczyński, K. Wróbel, Studies on machine processing of sign language in the context of deaf support. application in health care-interactive service system for the deaf. In International Conference on Studies in Humanities and Social Sciences, 2016.


  15. K. Barczewska, J. Galka, F. Malawski, M. M±sior, D. Szulc, T. Wilczyński, K. Wróbel, Witkom - virtual sign language translator project. In 19th Annual Conference of the European Association for Machine Translation, volume 4, p. 378. Baltic Journal of Modern Computing, 2016.


  16. K. Wróbel, D. Smoleń, D. Szulc, J. Galka, Development of the first Polish sign language part-of-speech tagger. In Proc. LREC 2016 Workshop: Improving social inclusion using NLP: tools and resources, 6-10, 2016.


  17. D. Gr±dalska, K. Wróbel, Maszynowe tłumaczenie polskiego jezyka migowego (pjm). projekt witkom. W: Jezyk : VII Krakowska konferencja kognitywistyczna, 17-18, 2015.


  18. A. Smywiński-Pohl, K. Wróbel, Automatic mapping of wikipedia categories into opencyc types. In 10th International Workshop on Ontology Matching, 232-233, 2015.


  19. A. Smywiński-Pohl, K. Wróbel, The importance of cross-lingual information for matching wikipedia with the cyc ontology. In 9th International Workshop on Ontology Matching, 176-177, 2014.


  20. K. Wróbel, P. Torba, M. Paszyński, A. Byrski, Evolutionary multi-agent computing in inverse problems, Computer Science, 14, 2013.