Paper: Grammatical Error Correction as Multiclass Classification with Single Model

ACL ID W13-3610
Title Grammatical Error Correction as Multiclass Classification with Single Model
Venue International Conference on Computational Natural Language Learning
Session shared task
Year 2013
Authors

This paper describes our system in the shared task of CoNLL-2013. We illustrate that gram- matical error detection and correction can be transformed into a multiclass classification task and implemented as a single-model sys- tem regardless of various error types with the aid of maximum entropy modeling. Our sys- tem achieves the F1 score of 17.13% on the standard test set.