A Naive Bayes classifier for automatic correction of preposition and determiner errors in ESL text

Proceedings of the 7th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2012 at the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2012

Volumn , Issue , 2012, Pages 257-262

  Lynch, Gerard ^a   Moreau, Erwan ^a   Vogel, Carl ^a  

^a TRINITY COLLEGE DUBLIN   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; ERRORS;

AUTOMATIC CORRECTIONS; ERROR DETECTION AND CORRECTION; F-SCORE; FEATURE-BASED; GOOGLE+; N-GRAMS; NAIVE BAYES; TASK-BASED;

CLASSIFIERS;

EID: 84967294123     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Robert Dale and Adam Kilgarriff. 2011. Helping Our Own: The HOO 2011 pilot shared task. In Proceedings of the 13th European Workshop on Natural Language Generation, Dublin, Ireland.
2. Robert Dale, Ilya Anisimoff, and George Narroway. 2012. HOO 2012: A Report on the Preposition and Determiner Error Correction Shared Task. In Proceedings of the Seventh Workshop on Innovative Use of NLP for Building Educational Applications, Montreal, Canada.
3. O. Gospodnetic and E. Hatcher. 2005. Lucene. Manning.
4. M. Hall, E. Frank, G. Holmes, B. Pfahringer, P. Reutemann, and I.H. Witten. 2009. The WEKA data mining software: an update. ACM SIGKDD Explorations Newsletter, 11(1):10–18.
5. J.B. Michel, Y.K. Shen, A.P. Aiden, A. Veres, M.K. Gray, J.P. Pickett, D. Hoiberg, D. Clancy, P. Norvig, J. Orwant, et al. 2011. Quantitative analysis of culture using millions of digitized books. Science, 331(6014):176.
6. OpenNLP. 2012. Website: http://opennlp. apache. org.