Verbs speak loud: Verb categories in learning polarity and strength of opinions

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5032 LNAI, Issue , 2008, Pages 320-331

  Sokolova, Marina ^a   Lapalme, Guy ^a  

^a UNIVERSITÉ DE MONTRÉAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

HUMAN COMMUNICATION; LEARNING OPINIONS; VERB CATEGORIES;

LEARNING ALGORITHMS; RELIABILITY THEORY; SEMANTICS; SPEECH ANALYSIS;

LEARNING SYSTEMS;

EID: 44649159036     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-68825-9_30     Document Type: Conference Paper

References (19)

1. Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? sentiment classification using machine learning techniques. In: Proc Empirical Methods of Natural Language Processing EMNLP 2002, pp. 79-86 (2002)
2. Wilson, T., Wiebe, J., Hwa, R.: Recognizing strong and weak opinion clauses. Computational Intelligence 22(2), 73-99 (2006)
3. Thomas, M., Pang, B., Lee, L.: Get out the vote: Determining support or opposition from congressional floor-debate transcripts. In: Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, pp. 327-335 (2006)
4. Kim, S.M., Hovy, E.: Determining the sentiment of opinions. In: Proceedings of the of the 20th international conference on Computational Linguistics (COLING 2004), pp. 1367-1373 (2004)
5. Sokolova, M., Lapalme, G.: Performance measures in classification of human communication. In: Orgun, M.A., Thornton, J. (eds.) AI 2007. LNCS (LNAI), vol. 4830, pp. 159-170. Springer, Heidelberg (2007)
6. Halliday, M., Matthiessen, C.: An Introduction to Functional Grammar, 3rd edn. Arnold (2004)
7. Leech, G.: Meaning and the English Verb. Longman (2004)
8. Leech, G., Svartvik, J.: A Communicative Grammar of English, 3rd edn. Longman (2002)
9. Sokolova, M., Szpakowicz, S.: Language patterns in the learning of strategies from negotiation texts. In: Sattar, A., Kang, B.-h. (eds.) AI 2006. LNCS (LNAI), vol. 4304, pp. 288-299. Springer, Heidelberg (2006)
10. Biber, D., Johansson, S., Leech, G., Conrad, S., Finegan, E.: Longman Grammar of Spoken and Written English. Longman (1999)
11. Roget's interactive thesaurus (2006), http://thesaurus.reference.com/
12. Perkins, M.: Modal Expressions in English. Ablex Publishing Corporation (1983)
13. Sherblom, J., Rheenen, D.V.: Spoken language indices of uncertainty. Human Communication Research 11, 221-230 (1984)
14. Hu, M., Liu, B.: Mining opinion features in customer reviews. In: Proceedings of Nineteeth National Conference on Artificial Intelligence (AAAI 2004), AAAI Press, Menlo Park (2004)
15. Boulle, M.: Optimal bin number for equal frequency discretizations in supervised learning. Intelligent Data Analysis 9(2), 175-188 (2005)
16. Witten, I., Frank, E.: Data Mining. Morgan Kaufmann, San Francisco (2005)
17. Feiguina, O., Lapalme, G.: Query-based summarization of customer reviews. In: Orgun, M.A., Thornton, J. (eds.) AI 2007. LNCS (LNAI), vol. 4830, pp. 452-463. Springer, Heidelberg (2007)
18. Popescu, A., Etzioni, O.: Extracting product features and opinions from reviews. In: Proceedings of HLTC/EMNLP 2005, pp. 339-346 (2005)
19. Kim, S.M., Hovy, E.: Crystal: Analyzing predictive opinions on the web. In: Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. 1056-1064 (2007)