| Benchmark | Model | Rank | Results |
|---|---|---|---|
| grammatical-error-detection-on-conll-2014-a1 | Bi-LSTM + LMcost (trained on FCE) | #3 | F0.5: 17.86 |
| grammatical-error-detection-on-conll-2014-a2 | Bi-LSTM + LMcost (trained on FCE) | #3 | F0.5: 25.88 |
| grammatical-error-detection-on-fce | Bi-LSTM + LMcost | #3 | F0.5: 48.48 |
| part-of-speech-tagging-on-penn-treebank | Bi-LSTM + LMcost | #13 | Accuracy: 97.43 |