ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
ACL ID | P10-2065 |
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Title | Using Parse Features for Preposition Selection and Error Detection |
Venue | Annual Meeting of the Association of Computational Linguistics |
Session | Short Paper |
Year | 2010 |
Authors |
We evaluate the effect of adding parse fea- tures to a leading model of preposition us- age. Results show a significant improve- ment in the preposition selection task on native speaker text and a modest increment in precision and recall in an ESL error de- tection task. Analysis of the parser output indicates that it is robust enough in the face of noisy non-native writing to extract use- ful information.