Skip to main content
SpringerLink
Log in

Borda-Based Voting Schemes for Semantic Role Labeling

  • Conference paper
Text, Speech and Dialogue (TSD 2010)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 6231))

Included in the following conference series:

Abstract

In this article, we have studied the possibility of applying Borda and Fuzzy Borda voting schemes to combine semantic role labeling systems. To better select the correct semantic role, among those provided by different experts, we have introduced two measures: the first one calculates the overlap between labeled sentences, whereas the second one adds different scoring levels depending on the verbs that have been parsed.

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

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
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. Gildea, D., Jurafsky, D.: Automatic Labeling of Semantic Roles. Computational Linguistics 28, 245–288 (2002)

    Article  Google Scholar 

  2. García-Lapresta, J.L., Martínez-Panero, M.: Borda Count versus Approval Voting: A Fuzzy Approach. Public Choice 112, 167–184 (2002)

    Article  Google Scholar 

  3. Carreras, X., Màrquez, L.: Introduction to the CoNLL 2005 Shared Task: Semantic Role Labeling. In: Proceedings of the Ninth Conference on Computational Natural Language Learning, pp. 152–164 (2005)

    Google Scholar 

  4. Buscaldi, D., Perea, J.M., Rosso, P., Ureña, L.A., Ferrés, D., Rodríguez, H.: GeoTexMess: Result Fusion with Fuzzy Borda Ranking in Geographical Information Retrieval. In: CLEF, pp. 867–874 (2008); Revised Selected Papers

    Google Scholar 

  5. Buscaldi, D., Rosso, P.: UPV-WSD: Combining Different WSD Methods by Means of Fuzzy Borda Voting. In: Fourth International Workshop on Semantic Evaluations, pp. 434–437 (2007)

    Google Scholar 

  6. Benajiba, Y., Diab, M., Rosso, P.: Arabic Named Entity Recognition using Optimized Features Sets, EMNLP, Hawaii, USA (2008)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Universidad Politécnica Salesiana, Cuenca, Calle Vieja 12-30, Ecuador

    Vladimir Robles

  2. ELiRF, DSIC, Universidad Politécnica de Valencia, Valencia, 46022, Camino de Vera s/n, Spain

    Vladimir Robles, Antonio Molina & Paolo Rosso

Authors
  1. Vladimir Robles
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Antonio Molina
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Paolo Rosso
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. Faculty of Informatics, Masaryk University, Brno, Czech Republic

    Petr Sojka

  2. Faculty of Informatics, Masaryk University, Botanická 68a, 602 00, Brno, Czech Republic

    Aleš Horák

  3. Faculty of Informatics, Masaryk University, Botanická 68a, CZ-602 00, Brno, Czech Republic

    Ivan Kopeček

  4. Faculty of Informatics, Department of Computer Graphics and Design, Masaryk University, Botanická 68a, 602 00, Brno, Czech Republic

    Karel Pala

Rights and permissions

Reprints and permissions

Copyright information

© 2010 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Robles, V., Molina, A., Rosso, P. (2010). Borda-Based Voting Schemes for Semantic Role Labeling. In: Sojka, P., Horák, A., Kopeček, I., Pala, K. (eds) Text, Speech and Dialogue. TSD 2010. Lecture Notes in Computer Science(), vol 6231. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15760-8_25

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-15760-8_25

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-15759-2

  • Online ISBN: 978-3-642-15760-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation