Subjectivity and sentiment annotation of modern standard Arabic newswire

ACL HLT 2011 - LAW 2011: 5th Linguistic Annotation Workshop, Proceedings

Volumn , Issue , 2011, Pages 110-118

  Abdul Mageed, Muhammad ^a   Diab, Mona T ^b  

^a INDIANA UNIVERSITY   (United States)

^b Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

MODERN STANDARDS; NATURAL LANGUAGES; NEWS DOMAIN; SENTENCE LEVEL; SENTIMENT ANALYSIS;

DATA MINING;

LINGUISTICS;

EID: 84876814672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. A. Abbasi, H. Chen, and A. Salem. 2008. Sentiment analysis in multiple languages: Feature selection for opinion classification in web forums. ACM Trans. Inf. Syst., 26:1-34.
2. M. Abdul-Mageed. 2008. Online News Sites and Journalism 2.0: Reader Comments on al Jazeera arabic. tripleC-Cognition, Communication, Cooperation, 6(2):59.
3. K. Bach and R.M. Harnish. 1979. Linguistic communication and speech acts.
4. A. Balahur and R. Steinberger. 2009. Rethinking Sentiment Analysis in the News: from Theory to Practice and back. Proceeding of WOMSA.
5. A. Balahur, R. Steinberger, E. van der Goot, B. Pouliquen, and M. Kabadjov. 2009. Opinion mining on newspaper quotations. In 2009 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, pages 523-526. IEEE.
6. A. Banfield. 1982. Unspeakable Sentences: Narration and Representation in the Language of Fiction. Routledge Kegan Paul, Boston.
7. L. Chouliaraki and N. Fairclough. 1999. Discourse in late modernity: Rethinking critical discourse analysis. Edinburgh Univ Pr.
8. M. Diab, K. Hacioglu, and D. Jurafsky. 2007. Automatic processing of Modern Standard Arabic text. Arabic Computational Morphology, pages 159-179.
9. M.T. Diab, L. Levin, T. Mitamura, O. Rambow, V. Prabhakaran, and W. Guo. 2009. Committed belief annotation and tagging. In Proceedings of the Third Linguistic Annotation Workshop, pages 68-73. Association for Computational Linguistics.
10. R. Fowler. 1991. Language in the News: Discourse and Ideology in the Press. Routledge.
11. N. Habash, O. Rambow, and R. Roth. 2009. Mada+tokan: A toolkit for arabic tokenization, diacritization, morphological disambiguation, pos tagging, stemming and lemmatization. In Proceedings of the 2nd International Conference on Arabic Language Resources and Tools (MEDAR), Cairo, Egypt.
12. S. Kim and E. Hovy. 2004. Determining the sentiment of opinions. In Proceedings of the 20th International Conference on Computational Linguistics, pages 1367-1373.
13. W.H. Lin, T.Wilson, J.Wiebe, and A. Hauptmann. 2006. Which side are you on?: identifying perspectives at the document and sentence levels. In Proceedings of the Tenth Conference on Computational Natural Language Learning, pages 109-116. Association for Computational Linguistics.
14. M. Maamouri, A. Bies, T. Buckwalter, and W. Mekki. 2004. The penn arabic treebank: Building a largescale annotated arabic corpus. In NEMLAR Conference on Arabic Language Resources and Tools, pages 102-109.
15. F. Palmer. 1986. Mood and Modality 1986. Cambridge: Cambridge University Press.
16. L. Polanyi and A. Zaenen. 2006. Contextual valence shifters. Computing attitude and affect in text: Theory and applications, pages 1-10.
17. R. Quirk, S. Greenbaum, R.A. Close, and R. Quirk. 1974. A university grammar of English, volume 1985.
18. Longman. J.R. Searle. 1975. A taxonomy of speech acts. In K. Gunderson, editor, Language, mind, and knowledge, pages 344-369. Minneapolis: University of Minnesota Press.
19. S. Somasundaran, J. Ruppenhofer, and J. Wiebe. 2007. Detecting arguing and sentiment in meetings. In Proceedings of the SIGdial Workshop on Discourse and Dialogue, volume 6. Citeseer.
20. H. Tanev. 2007. Unsupervised learning of social networks from a multiple-source news corpus. Multisource, Multilingual Information Extraction And Summarization, page 33.
21. R. Tsarfaty, D. Seddah, Y. Goldberg, S. Kuebler, Y. Versley, M. Candito, J. Foster, I. Rehbein, and L. Tounsi. 2010. Statistical parsing of morphologically rich languages (spmrl) what, how and whither. In Proceedings of the NAACL HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages, Los Angeles, CA.
22. T.A. Van Dijk. 1988. News as discourse. Lawrence Erlbaum Associates.
23. J. Wiebe, R. Bruce, and T. O'Hara. 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), pages 246- 253, University of Maryland: ACL.
24. J.Wiebe, T.Wilson, and C. Cardie. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation, 39(2):165-210.
25. J. Wiebe. 1994. Tracking point of view in narrative. Computional Linguistics, 20(2):233-287.
26. R. Wodak and M. Meyer. 2009. Critical discourse analysis: History, agenda, theory and methodology. Methods of critical discourse analysis, pages 1-33.