There's No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction

EMNLP 2016 Courtney NapolesKeisuke SakaguchiJoel Tetreault

Current methods for automatically evaluating grammatical error correction (GEC) systems rely on gold-standard references. However, these methods suffer from penalizing grammatical edits that are correct but not in the gold standard... (read more)

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