Impact of lexical filtering on overall opinion polarity identification

AAAI Spring Symposium - Technical Report

Volumn SS-04-07, Issue , 2005, Pages 128-133

  Salvetti, Franco ^a   Lewis, Stephen ^b   Reichenbach, Christoph ^b  

^a University of Colorado at Boulder   (United States)

^b UNIVERSITY OF COLORADO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

LEXICAL FILTERING; OVERALL OPINION POLARITY (OVOP); PART-OF-SPEECH (POS) TAGS;

LEARNING SYSTEMS; MARKOV PROCESSES; STATISTICAL METHODS;

LINGUISTICS;

EID: 32944475319     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Brill, E. 1995. Transformation-based error-driven learning and natural language processing: A case study in part-of-speech tagging. Computational Linguistics 21(4):543-565.
2. Department, V. H. Effects of adjective orientation and gradability on sentence subjectivity.
3. Fellbaum, C. 1998. Wordnet: An electronic lexical database.
4. Hatzivassiloglou, V., and McKeown, K. R. 1997. Predicting the semantic orientation of adjectives. In Cohen, P. R., and Wahlster, W., eds., Proceedings of the Thirty-Fifth Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, 174-181. Somerset, New Jersey: Association for Computational Linguistics.
5. Losee, R. M. 2001. Natural language processing in support of decision-making: phrases and part-of-speech tagging. Information Processing and Management 37(6):769-787.
6. Marcus, M. P.; Santorini, B.; and Marcinkiewicz, M. A. 1994. Building a large annotated corpus of english: The penn treebank. Computational Linguistics 19(2):313-330.
7. Pang, B.; Lee, L.; and Vaithyanathan, S. 2002. Thumbs up? sentiment classification using machine learning techniques. In Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing (EMNLP).
8. Russell, S., and Norvig, P. 2003. Artificial Intelligence: A Modern Approach (second edition). Prentice-Hall, Englewood Cliffs, NJ.
9. Turney, P., and Littman, M. 2003. Measuring praise and criticism: Inference of semantic orientation from association. ACM Transactions on Information Systems (TOIS) 21(4):315-346.
10. Turney, P. 2002. Thumbs up or thumbs down? semantic orientation applied to unsupervised classification of reviews. In Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL'02), 417-424.
11. Wiebe, J.; Bruce, R. F.; and O'Hara, T. 1999. Development and use of a gold-standard data set for subjectivity classifications. In Proc. 37th Annual Meeting of the Assoc. for Computational Linguistics (ACL-99).
12. Wiebe, J. 2000. Learning subjective adjectives from corpora. In AAAI/IAAI.