Polarity classification of opinionated Spanish texts using dependency parsing;Clasificación de polaridad en textos con opiniones en Espanol mediante análisis sintáctico de dependencias

Procesamiento del Lenguaje Natural

Volumn 50, Issue , 2013, Pages 13-20

  Vilares, David ^a   Alonso, Miguel A ^a   Gómez Rodríguez, Carlos ^a  

^a UNIVERSITY OF A CORUÑA   (Spain)

Author keywords

Dependency parsing; Opinion mining; Sentiment analysis

Indexed keywords

EID: 84877284087     PISSN: 11355948     EISSN: 19897553     Source Type: Journal    
DOI: None     Document Type: Article

References (18)

1. Brooke, J., M. Tofiloski, y M. Taboada. 2009. Cross-Linguistic Sentiment Analysis: From English to Spanish. En Proceedings of the International Conference RANLP-2009, paginas 50-54, Borovets, Bulgaria. ACL.
2. Cruz, F., J. A. Troyano, y J. Ortega. 2008. Clasificación de documentos basada en la opinion: experimentos con un corpus de críticas de cine en espanol. En Procesamiento de lenguaje natural, 41, paginas 81-87.
3. Fernandez Anta, A., P. Morere, L. Nuñez Chiroque, y A. Santos. 2012. Techniques for Sentiment Analysis and Topic Detection of Spanish Tweets: Preliminary Report. En TASS 2012 Working Notes, Castellón, Spain.
4. Gómez-Rodríguez, C. y J. Nivre. 2010. A transition-based parser for 2-planar dependency structures. En Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL'10, paginas 1492-1501, Stroudsburg, PA, USA. ACL.
5. Jia, L., C. Yu, y W. Meng. 2009. The effect of negation on sentiment analysis and retrieval effectiveness. En Proceedings of the 18th ACM conference on Information and knowledge management, CIKM'09, paginas 1827-1830, New York, NY, USA. ACM.
6. Kennedy, A. y D. Inkpen. 2006. Sentiment classification of movie reviews using contextual valence shifters. Computational Intelligence, 22(2):110-125.
7. Martínez Camara, E., M. T. Martín Valdivia, M. A. García Cumbreras, y L. A. Urena Lopez. 2012. SINAI at TASS 2012. En TASS 2012 Working Notes, Castellón, Spain.
8. Nivre, J. 2008. Algorithms for deterministic incremental dependency parsing. Compuational Linguistics, 34(4):513-553.
9. Nivre, J., J. Hall, J. Nilsson, A. Chanev, G. Eryigit, S. Kubler, S. Marinov, y E. Marsi. 2007. Maltparser: A language-independent system for data-driven dependency parsing. Natural Language Engineering, 13(2):95-135.
10. Pang, B. y L. Lee. 2008. Opinion Mining and Sentiment Analysis. now Publishers Inc., Hanover, MA, USA.
11. Pang, B., L. Lee, y S. Vaithyanathan. 2002. Thumbs up? sentiment classification using machine learning techniques. En Proceedings of EMNLP, páginas 79-86.
12. Reyes, A. y P. Rosso. 2011. Mining subjective knowledge from customer reviews: a specific case of irony detection. En Proceedings of the 2nd Workshop on Computational Approaches to Subjectivity and Sentiment Analysis, WASSA '11, páginas 118-124, Stroudsburg, PA, USA. ACL.
13. Saralegi Urizar, X. y I. San Vicente Roncal. 2012. Detecting Sentiments in Spanish Tweets. En TASS 2012 Working Notes, Castellón, Spain.
14. Taboada, M., J. Brooke, M. Tofiloski, K. Voll, y M. Stede. 2011. Lexicon-based methods for sentiment analysis. Computational Linguistics, 37(2):267-307.
15. Taulé, M., M. A. Martí, y M. Recasens. 2008. AnCora: Multilevel Annotated Corpora for Catalan and Spanish. En Nicoletta Calzolari Khalid Choukri Bente Maegaard Joseph Mariani Jan Odjik Stelios Piperidis, y Daniel Tapias, editores, Proceedings of the Sixth International Conference on Language Resources and Evaluation (LREC'08), Marrakech, Morocco.
16. Turney, P. D. 2002. Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. En Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, ACL '02, páginas 417-424, Stroudsburg, PA, USA. ACL.
17. Villena-Román, J., S. Lana-Serrano, J.C. González Cristóbal, y E. Martínez-Cámara. 2013. TASS Worshop on Sentiment Analysis at SEPLN. Procesamiento de Lenguaje Natural, 50.
18. Yang, K. 2008. WIDIT in TREC 2008 blog track: Leveraging multiple sources of opinion evidence. En E. M. Voorhees y Lori P. Buckland, editores, NIST Special Publication 500-277: The Seventeenth Text REtrieval Conference Proceedings (TREC 2008).