Lost in translation: Authorship attribution using frame semantics

ACL-HLT 2011 - Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies

Volumn 2, Issue , 2011, Pages 65-70

  Hedegaard, Steffen ^a   Simonsen, Jakob Grue ^a  

^a UNIVERSITY OF COPENHAGEN   (Denmark)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHORSHIP ATTRIBUTION; SEMANTIC INFORMATION; TRAINING SETS;

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL LINGUISTICS; SEMANTICS;

TRANSLATION (LANGUAGES);

EID: 84859042203     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. John B. Archer, John L. Hilton, and G. Bruce Schaalje. 1997. Comparative power of three author-attribution techniques for differentiating authors. Journal of Book of Mormon Studies, 6(1):47-63.
2. Shlomo Argamon. 2007. Interpreting Burrows' Delta: Geometric and probabilistic foundations. Literary and Linguistic Computing, 23(2):131-147.
3. R. Arun, V. Suresh, and C. E. Veni Madhaven. 2009. Stopword graphs and authorship attribution in text corpora. In Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), pages 192-196, Berkeley, CA, USA, sep. IEEE Computer Society Press.
4. Dipanjan Das, Nathan Schneider, Desai Chen, and Noah A. Smith. 2010. Probabilistic frame-semantic parsing. In Proceedings of the North American Chapter of the Association for Compututional Linguistics Human Language Technologies Conference (NAACL HLT '10).
5. Kai-Bo Duan and S. Sathiya Keerthi. 2005. Which is the best multiclass svm method? an empirical study. In Proceedings of the Sixth International Workshop on Multiple Classifier Systems, pages 278-285. (Pubitemid 41422626)
6. Michael Gamon. 2004. Linguistic correlates of style: Authorship classification with deep linguistic analysis features. In Proceedings of the 20th International Conference on Computational Linguistics (COLING '04), pages 611-617.
7. David I. Holmes. 1992. A stylometric analysis of mormon scripture and related texts. Journal of the Royal Statistical Society, Series A, 155(1):91-120.
8. Richard Johansson and Pierre Nugues. 2007. Semantic structure extraction using nonprojective dependency trees. In Proceedings of SemEval-2007, Prague, Czech Republic, June 23-24.
9. Patrick Juola. 2006. Authorship attribution. Found. Trends Inf. Retr., 1(3):233-334. (Pubitemid 351642108)
10. Moshe Koppel, Jonathan Schler, and Shlomo Argamon. 2008. Computational methods for authorship attribution. Journal of the American Society for Information Sciences and Technology, 60(1):9-25.
11. Moshe Koppel, Jonathan Schler, and Shlomo Argamon. 2010. Authorship attribution in the wild. Language Resources and Evaluation, pages 1-12. 10.1007/s10579-009-9111-2.
12. Geoffrey Leech, Paul Rayson, and Andrew Wilson. 2001. Word Frequencies in Written and Spoken English: Based on the British National Corpus. Longman, London.
13. Kim Luyckx and Walter Daelemans. 2010. The effect of author set size and data size in authorship attribution. Literary and Linguistic Computing. To appear.
14. Philip M. McCarthy, Gwyneth A. Lewis, David F. Dufty, and Danielle S. McNamara. 2006. Analyzing writing styles with coh-metrix. In Proceedings of the International Conference of the Florida Artificial Intelligence Research Society, pages 764-769. (Pubitemid 44074159)
15. Quinn McNemar. 1947. Note on the sampling error of the difference between correlated proportions or percentages. Psychometrika, 12:153-157.
16. Frederick Mosteller and David L. Wallace. 1964. Inference and Disputed Authorship: The Federalist. Springer-Verlag, New York. 2nd Edition appeared in 1984 and was called Applied Bayesian and Classical Inference.
17. Sindhu Raghavan, Adriana Kovashka, and Raymond Mooney. 2010. Authorship attribution using probabilistic context-free grammars. In Proceedings of the ACL 2010 Conference Short Papers, pages 38-42. Association for Computational Linguistics.
18. Joseph Rudman. 1997. The state of authorship attribution studies: Some problems and solutions. Computers and the Humanities, 31(4):351-365.
19. Joseph Ruppenhofer, Michael Ellsworth, Miriam R. L. Petruck, Christopher R. Johnson, and Jan Scheffczyk. 2006. FrameNet II: Extended Theory and Practice. The Framenet Project.
20. Andrew I. Schein, Johnnie F. Caver, Randale J. Honaker, and Craig H. Martell. 2010. Author attribution evaluation with novel topic cross-validation. In Proceedings of the 2010 International Conference on Knowledge Discovery and Information Retrieval (KDIR '10).
21. Mark D. Smucker, James Allan, and Ben Carterette. 2007. A comparison of statistical significance tests for information retrieval evaluation. In Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, CIKM '07, pages 623-632, New York, NY, USA. ACM.
22. Efstathios Stamatatos. 2009. A survey of modern authorship attribution methods. Journal of the American Society for Information Science and Technology, 60(3):538-556.
23. Benno Stein, Moshe Koppel, and Efstathios Stamatatos, editors. 2007. Proceedings of the SIGIR 2007 International Workshop on Plagiarism Analysis, Authorship Identification, and Near-Duplicate Detection, PAN 2007, Amsterdam, Netherlands, July 27, 2007, volume 276 of CEUR Workshop Proceedings. CEURWS. org.
24. 2 test. Supplement to the Journal of the Royal Statistical Society, 1(2):pp. 217-235.