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

EMNLP, 2016.

Cited by: 28|Bibtex|Views25
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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

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. We show that reference-less grammaticality metrics correlate very strongly with human judgments and are com...More

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