Advances in Natural Language Processing: 7th International by Hrafn Loftsson, Eirikur Rögnvaldsson, Sigrun Helgadottir
By Hrafn Loftsson, Eirikur Rögnvaldsson, Sigrun Helgadottir
This booklet constitutes the complaints of the seventh overseas convention on Advances in common Language Processing held in Reykjavik, Iceland, in August 2010.
Read Online or Download Advances in Natural Language Processing: 7th International Conference on NLP, IceTAL 2010, Reykjavik, Iceland, August 16-18, 2010, Proceedings PDF
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Additional info for Advances in Natural Language Processing: 7th International Conference on NLP, IceTAL 2010, Reykjavik, Iceland, August 16-18, 2010, Proceedings
Section 2 presents some related works concerning the use of text summarization in the task of document categorization. Section 3 describes the experimental platform; particularly it details the feature selection process and the used datasets. Then, Section 4 shows the results achieved by the proposed approach as well as some baseline results corresponding to the application of information gain as feature selection technique. Finally, Section 5 presents our conclusions and future work ideas. 2 Related Work Some previous works have considered the application of text summarization in the task of document categorization.
LNCS (LNAI), vol. 2167, pp. 491–502. Springer, Heidelberg (2001) 13. : Discovering corpus-speciﬁc word senses. In: Proceeding of EACL, Budapest (2003) 14. : ZT Corpus: Annotation and tools for Basque corpora. In: Copus Linguistics, Birmingham, UK (2007) 15. : Semiautomatic labelling of semantic features. In: 19th International Conference on Computational Linguistics (2002) 16. : The MEANING Multilingual Central Repository. In: Proceedings of the Second International WordNet Conference-GWC, Brno, Czech Republic, pp.
Aldabe and M. Maritxalar 5 Results By means of this evaluation we intended to improve the automatic methods explained in section 3. The item analysis method was the basis of our evaluation. The item analysis method reviews items qualitatively and statistically to identify problematic items. The diﬀerence between both reviews is that the qualitative method is based on experts knowledge and that the statistical analysis is conducted after the items have been given to students. This paper is focused on the statistical analysis.