Shedding (a thousand points of) light on biased language

Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk, Mturk 2010 at the 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2010 - Proceedings

Volumn , Issue , 2010, Pages 152-158

  Yano, Tae ^a   Resnik, Philip ^b   Smith, Noah A ^a  

^a Carnegie Mellon University ^*  (United States)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AMAZON'S MECHANICAL TURKS; POLITICAL BLOGS; POLITICAL VIEWS; PRELIMINARY ANALYSIS;

EID: 84877356038     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. Satanjeev Banerjee and Ted Pedersen. 2003. The design, implementation and use of the ngram statistics package. In the Fourth International Conference on Intelligent Text Processing and Computational Linguistics.
2. Jacob Cohen. 1960. A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1):37-46.
3. David Dowty. 1991. Thematic Proto-Roles and Argument Selection. Language, 67:547-619.
4. Ted Dunning. 1993. Accurate methods for the statistics of surprise and coincidence. Computational Linguistics, 19(1):61-74.
5. Jacob Eisenstein and Eric Xing. 2010. The CMU 2008 political blog corpus. Technical report CMU-ML-10-101.
6. Robert M. Entman. 2007. Framing bias: Media in the distribution of power. Journal of Communication, 57(1):163-173.
7. Stephan Greene and Philip Resnik. 2009. More than words: Syntactic packaging and implicit sentiment. In NAACL, pages 503-511, June.
8. Burt L. Monroe, Michael P. Colaresi, and Kevin M. Quinn. 2008. Fightin' words: Lexical feature selection and evaluation for identifying the content of political conflict. Political Analysis, 16(4):372-403, October.
9. Bo Pang and Lillian Lee. 2008. Opinion mining and sentiment analysis. Foundations and Trends in Information Retrieval, 2(1-2):1-135.
10. J.W. Pennebaker, C.K Chung, M. Ireland, A Gonzales, and R J. Booth, 2007. The development and psychometric properties of LIWC2007.
11. Dietram A. Scheufele. 1999. Framing as a theory of media effects. Journal of Communication, 49(1):103-122.
12. Janyce M. Wiebe, Rebecca F. Bruce, and Thomas P. O'Hara. 1999. Development and use of a gold standard data set for subjectivity classifications. In Proceedings of the Association for Computational Linguistics (ACL), pages 246-253.
13. Omar Zaidan, Jason Eisner, and Christine Piatko. 2007. Using “annotator rationales” to improve machine learning for text categorization. In NAACL, pages 260-267, April.