System Combination for Grammatical Error Correction

@inproceedings{Susanto2014SystemCF,
  title={System Combination for Grammatical Error Correction},
  author={Raymond Hendy Susanto and Peter Phandi and Hwee Tou Ng},
  booktitle={EMNLP},
  year={2014}
}
Different approaches to high-quality grammatical error correction have been proposed recently, many of which have their own strengths and weaknesses. Most of these approaches are based on classification or statistical machine translation (SMT). In this paper, we propose to combine the output from a classification-based system and an SMT-based system to improve the correction quality. We adopt the system combination technique of Heafield and Lavie (2010). We achieve an F0.5 score of 39.39% on… CONTINUE READING
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