How Far are We from Fully Automatic High Quality Grammatical Error Correction?

@inproceedings{Bryant2015HowFA,
  title={How Far are We from Fully Automatic High Quality Grammatical Error Correction?},
  author={Christopher Bryant and Hwee Tou Ng},
  booktitle={ACL},
  year={2015}
}
• Use the M2 scorer (Dahlmeier and Ng, 2012) as the evaluation method. • Use the system output from the top 3 teams in CoNLL-2014 as hypotheses. • Hypotheses are scored on a sentence-by-sentence basis. • Output score is F0.5, which prioritises Precision over Recall. • We calculated the average score for: • any human vs. a specific combination of gold standard annotators (Eq. 1). • any human vs. any combination of i gold standard annotators (Eq. 2). • a system vs. any combination of i gold… CONTINUE READING
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