Using an error-annotated learner corpus to develop an ESL/EFL error correction system

Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010

Volumn , Issue , 2010, Pages 763-770

  Han, Na Rae ^a   Tetreault, Joel ^b   Lee, Soo Hwa ^c   Ha, Jin Young ^c  

^a UNIVERSITY OF PITTSBURGH   (United States)

^b Chungdahm Learning   (United States)

^c Kangwon National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); ERROR CORRECTION; ERROR DETECTION; MODELING LANGUAGES;

ERROR DETECTION AND CORRECTION; ERROR MODEL; GRAMMATICAL ERRORS; LEARNER CORPORA; NOISY DATA; PERFORMANCE VALUE; STATISTICAL CLASSIFIER;

ERRORS;

EID: 84926158265     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. Martin Chodorow, Joel R. Tetreault, and Na-Rae Han. 2007. Detection of grammatical errors involving prepositions. In Proceedings of the 4th ACL-SIGSEM Workshop on Prepositions, pages 25-30.
2. Rachele De Felice and Stephen G Pulman. 2007. Automatically acquiring models of preposition use. In Proceedings of the ACL-07 Workshop on Prepositions.
3. Rachele De Felice and Stephen G. Pulman. 2008. A classifier-based approach to preposition and determiner error correction in L2 english. In Proceedings of the 22nd International Conference on Computational Linguistics (COLING 2008), Manchester, UK.
4. Michael Gamon, Jianfeng Gao, Chris Brockett, Alexander Klementiev, William Dolan, Dmitriy Belenko, and Lucy Vanderwende. 2008. Using contextual speller techniques and language modeling for ESL error correction. In Proceedings of The Third International Joint Conference on Natural Language Processing (IJCNLP 2008).
5. Na-Rae Han, Martin Chodorow, and Claudia Leacock. 2004. Detecting errors in English article usage with a maximum entropy classifier trained on a large, diverse corpus. In Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal.
6. Na-Rae Han, Martin Chodorow, and Claudia Leacock. 2006. Detecting errors in English article usage by non-native speakers. Natural Language Engineering, 12(2):115-129.
7. George Heidorn. 2000. Intelligent writing assistance. In Robert Dale, Herman Moisl, and Harold Somers, editors, Handbook of Natural Language Processing, pages 181-207. Marcel Dekker, Inc.
8. Emi Izumi, Kiyotaka Uchimoto, Toyomi Saiga, Thepchai Supnithi, and Hitoshi Isahara. 2003. Automatic error detection in the Japanese learners' English spoken data. In ACL '03: Proceedings of the 41st Annual Meeting on Association for Computational Linguistics, pages 145-148, Morristown, NJ, USA. Association for Computational Linguistics.
9. Emi Izumi, Kiyotaka Uchimoto, and Hitoshi Isahara. 2004. SST speech corpus of Japanese learners' English and automatic detection of learners' errors. ICAME Journal, 28:31-48. http://icame.uib.no/ij28/.
10. Dan Klein and Christopher D. Manning. 2003. Accurate unlexicalized parsing. In Proceedings of the 41st Meeting of the Association for Computational Linguistics, pages 423-230.
11. Kevin Knight and Ishwar Chander. 1994. Automated postediting of documents. In AAAI '94: Proceedings of the Twelfth National Conference on Artificial Intelligence (Vol. 1), pages 779-784.
12. John Lee and Stephanie Seneff. 2006. Automatic grammar correction for second-language learners. In Proceedings of Interspeech 2006, Pittsburgh, PA.
13. John Lee and Stephanie Seneff. 2008. Correcting misuse of verb forms. In Proceedings of ACL 2008, Columbus, Ohio.
14. Ting Liu, Mingh Zhou, Jianfeng Gao, Endong Xun, and Changning Huan. 2000. PENS: A machine-aided English writing system for Chinese users. In Proceedings of ACL 2000, pages 529-536.
15. Adwait Ratnaparkhi. 1998. Maximum Entropy Models for Natural Language Ambiguity Resolution. Ph.D. thesis, University of Pennsylvania.
16. Hisami Suzuki and Kristina Toutanova. 2006. Learning to predict case markers in Japanese. In Proceedings of COLING-ACL, pages 1049-1056.
17. Joel Tetreault and Martin Chodorow. 2008a. The ups and downs of preposition error detection. In Proceedings of the 22nd International Conference on Computational Linguistics (COLING 2008), Manchester, UK.
18. Joel R. Tetreault and Martin Chodorow. 2008b. Native judgments of non-native usage: Experiments in preposition error detection. In COLING Workshop on Human Judgments in Computational Linguistics.
19. Joel Tetreault and Martin Chodorow. 2009. Examining the use of region web counts for ESL error detection. In Proceedings of Web as Corpus Workshop (WAC-5), San Sebastian, Spain.
20. Jenine Turner and Eugene Charniak. 2007. Language modeling for determiner selection. In Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational LinguisticsLinguistics; Companion Volume, Short Papers, pages 177-180.
21. Richard Xiao. 2008. Well-known and influential corpora. In Anke Lüdeling and Merja Kytö, editors, Corpus Linguistics: An International Handbook, Handbooks of Linguistics and Communication Science. Mouton de Gruyter, Berlin.
22. Xing Yi, Jianfeng Gao, and William B. Dolan. 2008. Webbased english proofing system for English as a second language users. In Proceedings of The Third International Joint Conference on Natural Language Processing (IJCNLP 2008).