The CoNLL-2014 shared task on grammatical error correction

CoNLL 2014 - 18th Conference on Computational Natural Language Learning, Proceedings of the Shared Task

Volumn , Issue , 2014, Pages 1-14

  Ng, Hwee Tou ^a   Wu, Siew Mei ^a   Briscoe, Ted ^b   Hadiwinoto, Christian ^a   Susanto, Raymond Hendy ^a   Bryant, Christopher ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ERROR CORRECTION;

ERROR TYPES; EVALUATION METRICS; EVALUATION RESULTS; GRAMMATICAL ERRORS; PARTICIPATING SYSTEMS; PARTICIPATING TEAMS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 85072750258     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/v1/w14-1701     Document Type: Conference Paper

References (29)

1. Steven Bird, Ewan Klein, and Edward Loper. 2009. Natural Language Processing with Python. O’Reilly Media.
2. Tiberiu Boroş, Stefan Daniel Dumitrescu, Adrian Zafiu, Dan Tufiş, Verginica Mititelu Barbu, and Paul Ionuţ Văduva. 2014. RACAI GEC – a hybrid approach to grammatical error correction. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
3. Jacob Cohen. 1960. A coefficient of agreement for nominal scales. Educational and Psychological Measurement, 20(1):37–46.
4. Daniel Dahlmeier and Hwee Tou Ng. 2011a. Correcting semantic collocation errors with L1-induced paraphrases. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, pages 107–117.
5. Daniel Dahlmeier and Hwee Tou Ng. 2011b. Grammatical error correction with alternating structure optimization. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pages 915–923.
6. Daniel Dahlmeier and Hwee Tou Ng. 2012a. A beam-search decoder for grammatical error correction. In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, pages 568–578.
7. Daniel Dahlmeier and Hwee Tou Ng. 2012b. Better evaluation for grammatical error correction. In Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 568–572.
8. Daniel Dahlmeier, Hwee Tou Ng, and Siew Mei Wu. 2013. Building a large annotated corpus of learner English: The NUS Corpus of Learner English. In Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, pages 22–31.
9. 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, pages 242–249.
10. 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 7th Workshop on the Innovative Use of NLP for Building Educational Applications, pages 54–62.
11. Marie-Catherine de Marneffe, Bill MacCartney, and Christopher D. Manning. 2006. Generating typed dependency parses from phrase structure parses. In Proceedings of the Fifth Conference on Language Resources and Evaluation, pages 449–454.
12. Mariano Felice, Zheng Yuan, Øistein E. Andersen, Helen Yannakoudakis, and Ekaterina Kochmar. 2014. Grammatical error correction using hybrid systems and type filtering. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
13. Michael Gamon. 2010. Using mostly native data to correct errors in learners’ writing: A meta-classifier approach. In Proceedings of the Annual Meeting of the North American Chapter of the Association for Computational Linguistics, pages 163–171.
14. 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.
15. S. David Hernandez and Hiram Calvo. 2014. CoNLL 2014 shared task: Grammatical error correction with a syntactic n-gram language model from a big corpora. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
16. Marcin Junczys-Dowmunt and Roman Grundkiewicz. 2014. The AMU system in the CoNLL-2014 shared task: Grammatical error correction by data-intensive and feature-rich statistical machine translation. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
17. Dan Klein and Christopher D. Manning. 2003. Accurate unlexicalized parsing. In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics, pages 423–430.
18. Anoop Kunchukuttan, Sriram Chaudhury, and Pushpak Bhattacharyya. 2014. Tuning a grammar correction system for increased precision. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
19. Claudia Leacock, Martin Chodorow, Michael Gamon, and Joel Tetreault. 2010. Automated Grammatical Error Detection for Language Learners. Morgan & Claypool Publishers.
20. Hwee Tou Ng, Siew Mei Wu, Yuanbin Wu, Christian Hadiwinoto, and Joel Tetreault. 2013. The CoNLL-2013 shared task on grammatical error correction. In Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, pages 1–12.
21. Diane Nicholls. 2003. The Cambridge Learner Corpus: Error coding and analysis for lexicography and ELT. In Proceedings of the Corpus Linguistics 2003 Conference, pages 572–581.
22. Alla Rozovskaya and Dan Roth. 2010. Generating confusion sets for context-sensitive error correction. In Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, pages 961–970.
23. Alla Rozovskaya, Kai-Wei Chang, Mark Sammons, Dan Roth, and Nizar Habash. 2014. The Illinois-Columbia system in the CoNLL-2014 shared task. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
24. Joel R. Tetreault and Martin Chodorow. 2008. Native judgments of non-native usage: Experiments in preposition error detection. In COLING Workshop on Human Judgments in Computational Linguistics, Manchester, UK.
25. Joel Tetreault, Jennifer Foster, and Martin Chodorow. 2010. Using parse features for preposition selection and error detection. In Proceedings of the ACL 2010 Conference Short Papers, pages 353–358.
26. Peilu Wang, Zhongye Jia, and Hai Zhao. 2014a. Grammatical error detection and correction using a single maximum entropy model. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
27. Yiming Wang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, and Yi Lu. 2014b. Factored statistical machine translation for grammatical error correction. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task.
28. Yuanbin Wu and Hwee Tou Ng. 2013. Grammatical error correction using integer linear programming. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, pages 1456–1465.
29. Helen Yannakoudakis, Ted Briscoe, and Ben Medlock. 2011. A new dataset and method for automatically grading ESOL texts. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, pages 180–189.