Papers with Automatic evaluation of grammatical error correction
IMPARA: Impact-Based Metric for GEC Using Parallel Data (2022.coling-1)
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| Challenge: | Existing methods for automatic evaluation of grammatical error correction require multiple reference sentences or manual scores. |
| Approach: | They propose an Impact-based Metric for GEC using PARAllel data, IMPARA . IMPRA computes correction impacts computed by parallel data comprising pairs of grammatical/ungrammatically-spaced sentences. |
| Outcome: | The proposed method can perform evaluations that fit different domains and correction styles. |