Skip to main content

The Role of Language Registers in Polarity Propagation

  • Conference paper
Computational Processing of the Portuguese Language (PROPOR 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7243))

Abstract

This paper presents work on the automatic creation of a polarity lexicon based on a lexical-semantic network. During this work, we noticed that the language registers of a relation should be considered in polarity propagation. After analysing the possible registers and performing some experiments, our intuition was confirmed – there are registers that should invert the transmitted polarity (irony), while others always transmit negative polarity (pejorative, disparaging).

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Esuli, A., Sebastiani, F.: Sentiwordnet: A publicly available lexical resource for opinion mining. In: Proceedings of the 5th Conference on Language Resources and Evaluation LREC 2006, pp. 417–422 (2006)

    Google Scholar 

  2. Gonçalo Oliveira, H., Santos, D., Gomes, P.: Extracção de relações semânticas entre palavras a partir de um dicionário: o PAPEL e sua avaliação. Linguamática 2(1), 77–93 (2010)

    Google Scholar 

  3. Hatzivassiloglou, V., Mckeown, K.R.: Predicting the semantic orientation of adjectives. In: Proceedings of 35th Annual Meeting of the Association for Computational Linguistics (ACL 1999), pp. 174–181. Association for Computational Linguistics, Madrid (1997)

    Chapter  Google Scholar 

  4. Kaji, N., Kitsuregawa, M.: Building lexicon for sentiment analysis from massive collection of HTML documents. In: Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. 1075–1083 (2007)

    Google Scholar 

  5. Kamps, J., Mokken, R.J., Marx, M., de Rijke, M.: Using WordNet to measure semantic orientation of adjectives. In: Proceedings of the 4th Intl. Conference on Language Resources and Evaluation, LREC 2004, vol. IV, pp. 1115–1118. ELRA, Paris (2004)

    Google Scholar 

  6. Kanayama, H., Nasukawa, T.: Fully automatic lexicon expansion for domain-oriented sentiment analysis. In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, EMNLP 2006, pp. 355–363. Association for Computational Linguistics, Stroudsburg (2006)

    Chapter  Google Scholar 

  7. Kim, S.M., Hovy, E.: Determining the sentiment of opinions. In: Proceedings of the 20th Intl. conference on Computational Linguistics, COLING 2004, pp. 1267–1373. Association for Computational Linguistics, Stroudsburg (2004)

    Google Scholar 

  8. Paulo-Santos, A., Ramos, C., Marques, N.: Determining the Polarity of Words through a Common Online Dictionary. In: Antunes, L., Pinto, H.S. (eds.) EPIA 2011. LNCS, vol. 7026, pp. 649–663. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  9. Rao, D., Ravichandran, D.: Semi-supervised polarity lexicon induction. In: Proceedings of 12th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2009), Athens, Greece, pp. 675–682 (2009)

    Google Scholar 

  10. Silva, M., Carvalho, P., Costa, C., Sarmento, L.: Automatic expansion of a social judgment lexicon for sentiment analysis. Tech. rep., Faculdade de Ciências da Universidade de Lisboa (2010)

    Google Scholar 

  11. Turney, P.D.: Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL 2002, pp. 417–424. Association for Computational Linguistics, Stroudsburg (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Santos, A.P., Oliveira, H.G., Ramos, C., Marques, N.C. (2012). The Role of Language Registers in Polarity Propagation. In: Caseli, H., Villavicencio, A., Teixeira, A., Perdigão, F. (eds) Computational Processing of the Portuguese Language. PROPOR 2012. Lecture Notes in Computer Science(), vol 7243. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28885-2_27

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-28885-2_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28884-5

  • Online ISBN: 978-3-642-28885-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics