Warianty tytułu
Języki publikacji
Abstrakty
This paper describes the automatic summarization system developed for the Polish language. The system implements sentence-based extractive summarization technique, which consists in determining most important sentences in document due to their computed salience. A structure of the system is presented, as well as the evaluation method and achieved results. The presented attempt is intended to serve as the baseline for future solutions, as it is the first summarization project evaluated against the Polish Summaries Corpus, the standardized corpus of summaries for the Polish language.(original abstract)
Słowa kluczowe
Rocznik
Tom
Strony
337--341
Opis fizyczny
Twórcy
autor
- Adam Mickiewicz University in Poznań, Poland
autor
- Adam Mickiewicz University in Poznań, Poland
Bibliografia
- M. Ogrodniczuk and M. Kopeć, "The polish summaries corpus," in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), N. C. C. Chair), K. Choukri, T. Declerck, H. Loftsson, B. Maegaard, J. Mariani, A. Moreno, J. Odijk, and S. Piperidis, Eds. Reykjavik, Iceland: European Language Resources Association (ELRA), may 2014. ISBN 978-2-9517408-8-4
- C.-Y. Lin, "Rouge: A package for automatic evaluation of summaries," in Proc. ACL workshop on Text Summarization Branches Out, 2004, p. 10.
- E. Lloret, "Text summarization: An overview," [on-line] http://www.dlsi. ua.es/~elloret/publications/TextSummarization.pdf.
- I. Mani and M. Maybury, Advances in Automatic Text Summarization. MIT Press, 1999. ISBN 9780262133593
- M. Ciura, D. Grund, S. Kulików, and N. Suszczanska, "A system to adapt techniques of text summarizing to polish," in International Conference on Computational Intelligence, ICCI 2004, December 17-19, 2004, Istanbul, Turkey, Proceedings, A. Okatan, Ed. International Computational Intelligence Society, 2004. ISBN 975-98458-1-4 pp. 117-120.
- N. Suszczańska and M. Lubiński, "Polmorph, polish language morphological analysis tool," in 19th IASTED International Conference APPLIED INFORMATICS - AI'2001, Innsbruck (Austria), 2001, pp. 84-89.
- A. Dudczak, J. Stefanowski, and D. Weiss, "Automatyczna selekcja zdań dla tekstów prasowych w języku polskim," Institute of Computing Science, Poznan University of Technology, Poland, Technical Report RA-03/08, 2008.
- J. Świetlicka, "Metody maszynowego uczenia w automatycznym streszczaniu tekstów," Master's thesis, University of Warsaw, 2010.
- D. Weiss, "Korpus rzeczpospolitej," [on-line] http://www.cs.put.poznan. pl/dweiss/rzeczpospolita.
- T. Schaul, J. Bayer, D. Wierstra, Y. Sun, M. Felder, F. Sehnke, T. Rückstieß, and J. Schmidhuber, "PyBrain," Journal of Machine Learning Research, 2010.
- I. Mani, Automatic Summarization, ser. Natural language processing. J. Benjamins Publishing Company, 2001. ISBN 9789027249869
- J. Waszczuk, K. Głowińska, A. Savary, and A. Przepiórkowski, "Tools and methodologies for annotating syntax and named entities in the National Corpus of Polish," in Proceedings of the International Multiconference on Computer Science and Information Technology (IMC- SIT 2010): Computational Linguistics - Applications (CLA'10). Wisła, Poland: PTI, 2010, pp. 531-539
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171422140