| Paper | Code | F0.5 | ModelName | ReleaseDate |
|---|---|---|---|---|
| Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction | ✓ Link | 54.3 | VERNet | 2021-05-10 |
| Auxiliary Objectives for Neural Error Detection Models | 36.1 | Bi-LSTM + POS (unrestricted data) | 2017-07-17 | |
| Compositional Sequence Labeling Models for Error Detection in Learner Writing | 34.3 | Bi-LSTM (unrestricted data) | 2016-07-20 | |
| Jointly Learning to Label Sentences and Tokens | ✓ Link | 22.14 | BiLSTM-JOINT (trained on FCE) | 2018-11-14 |
| Artificial Error Generation with Machine Translation and Syntactic Patterns | 21.87 | Ann+PAT+MT | 2017-07-17 | |
| Semi-supervised Multitask Learning for Sequence Labeling | ✓ Link | 17.86 | Bi-LSTM + LMcost (trained on FCE) | 2017-04-24 |
| Auxiliary Objectives for Neural Error Detection Models | 17.5 | Bi-LSTM + POS (trained on FCE) | 2017-07-17 | |
| Compositional Sequence Labeling Models for Error Detection in Learner Writing | 16.4 | Bi-LSTM (trained on FCE) | 2016-07-20 |