Abstract
This paper reports ongoing research on near synonym extraction. The aim of our work is to identify the near synonyms of multiword terms related to an electro domestic product domain. The state of the art approaches for identification of single word synonyms are based on distributional methods. We analyzed for this method different sizes and types of contexts, from a collection of Spanish reviews and from the Web. We present some results and discuss the relations found.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Edmonds, P., Hirst, G.: Near-synonymy and lexical choice. Comput. Linguist. 28(2), 105–144 (2002)
Freixa, J.: Causes of denominative variation in terminology: a typology proposal. Terminology 12(1), 51–77 (2006)
Harris, Z.: Distributional structure. Word 10(23), 146–162 (1954)
Schütze, H.: Dimensions of meaning. In: Proceedings of the ACM/IEEE Conference on Supercomputing, pp. 787–796. IEEE Computer Society Press (1992)
Schütze, H.: Automatic word sense discrimination. Comput. Linguist. 24(1), 97–123 (1998)
Galicia-Haro, S.N., Gelbukh, A.: Extraction of semantic relations from opinion reviews in Spanish. In: Gelbukh, A., Espinoza, F.C., Galicia-Haro, S.N. (eds.) MICAI 2014, Part I. LNCS, vol. 8856, pp. 175–190. Springer, Heidelberg (2014)
Padró, L., Stanilovsky, E.: Freeling 3.0: towards wider multilinguality. In: Proceedings of the Language Resources and Evaluation Conference, LREC 2012. ELRA (2012)
Sahlgren, M.: The word-space model: using distributional analysis to represent syntagmatic and paradigmatic relations between words in high-dimensional vector spaces. Ph.D. thesis, Department of Linguistics, Stockholm University (2006)
Gelbukh, A.F., Bolshakov, I.A.: Internet, a true friend of translator: the Google wildcard operator. Int. J. Trans. 18(1–2), 41–48 (2006)
Ferret, O.: Testing semantic similarity measures for extracting synonyms from a corpus. In: Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010, pp. 3338–3343 (2010)
Hazem, A., Daille, B.: Semi-compositional method for synonym extraction of multi word terms. In: Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014, pp. 1202–1207 (2014)
Manning, C., Schütze, H.: Foundations of Statistical Natural Language Processing. MIT Press, Cambridge (1999)
McInnes, B.T.: Extending the log-likelihood measure to improve collocation identification. Master thesis, University of Minnesota (2004)
Salton, G., Lesk, M.E.: Computer evaluation of indexing and text processing. J. Assoc. Comput. Mach. 15(1), 8–36 (1968)
Rosner, M., Sultana, K.: Automatic methods for the extension of a bilingual dictionary using comparable corpora. In: Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014, pp. 3790–3797 (2014)
Manning, C.D., Raghavan, P., Schütze, H.: Introduction to Information Retrieval. Cambridge University Press, Cambridge (2008)
Acknowledgments
The second author recognizes the support of the Instituto Politécnico Nacional, grants SIP-20161958 and SIP-20162064.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2016 Springer International Publishing Switzerland
About this paper
Cite this paper
Galicia-Haro, S.N., Gelbukh, A.F. (2016). Assessing Context for Extraction of Near Synonyms from Product Reviews in Spanish. In: Sojka, P., Horák, A., Kopeček, I., Pala, K. (eds) Text, Speech, and Dialogue. TSD 2016. Lecture Notes in Computer Science(), vol 9924. Springer, Cham. https://doi.org/10.1007/978-3-319-45510-5_15
Download citation
DOI: https://doi.org/10.1007/978-3-319-45510-5_15
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-45509-9
Online ISBN: 978-3-319-45510-5
eBook Packages: Computer ScienceComputer Science (R0)