Using parse features for preposition selection and error detection
Tetreault, Joel and Foster, Jennifer and Chodorow, Martin (2010) Using parse features for preposition selection and error detection. In: ACL 2010 - 48th Annual Meeting of the Association for Computational Linguistics, 11-16 July 2010, Uppsala, Sweden.
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We evaluate the effect of adding parse features to a leading model of preposition usage. Results show a significant improvement in the preposition selection task on
native speaker text and a modest increment in precision and recall in an ESL error detection task. Analysis of the parser output indicates that it is robust enough in the face
of noisy non-native writing to extract useful information.
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