Grammatical Error Correction On Restricted
Metrics
F0.5
Results
Performance results of various models on this benchmark
Model Name | F0.5 | Paper Title | Repository |
|---|---|---|---|
| CNN Seq2Seq + Quality Estimation | 56.52 | Neural Quality Estimation of Grammatical Error Correction | |
| CNN Seq2Seq | 70.14 (measured by Ge et al., 2018) | A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction | |
| + BIFI with no critic | 18.7 | LM-Critic: Language Models for Unsupervised Grammatical Error Correction | |
| Transformer | 55.8 | Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task |
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