Kateřina Veselovská
ABSTRACT
This paper presents initial research in the area of sentiment analysis in Czech. We will describe a method for annotating Czech evaluative structures and analyze existing results for both manual and automatic annotation of the plain text data which represents the basis for further subjectivity clues learning.
- Cui, H., Mittal, V. and Datar, M. 2006. Comparative experiments on sentiment classification for online product reviews. In Proceedings of AAAI-06, the 21st National Conference on Artificial Intellingence. Google Scholar
Digital Library
- Hajič, J. 2004. Disambiguation of Rich Inflection (Computational Morphology in Czech). Charles University Press, Karolinum, Prague.Google Scholar
- Ruppenhofer, J. et al. 2008. Finding the sources and targets of subjective expressions. Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC 2008).Google Scholar
- Wiebe, J. et al. 2004. Learning subjective language. Computational Linguistics 30, 3, 277--308. Google ScholarDigital Library
- Wilson, T. 2008. Fine-Grained Subjectivity Analysis. PhD thesis, University of Pittsburgh.Google Scholar
Index Terms
- Sentence-level sentiment analysis in Czech
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