Grammatical Error Correction on JFLEG (dev)
63.61F0.5 ScoreMLConvembed (4 ens.) + EO + LM + SpellCheck
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLConvembed (4 ens.) + EO + LM + SpellCheckword embeddings=pre-trained fastText, ensemble=4, edit operation features=true, web-scale LM=true, spell check=true2018.01 | 63.61 | 52.48 | |
| MLConvembed (4 ens.) + EO + LMword embeddings=pre-trained fastText, ensemble=4, edit operation features=true, web-scale LM=true2018.01 | 62.44 | 51.24 | |
| C&N (2017) + SpellCheckspell check=true2018.01 | 61.51 | 51.01 | |
| MLConvembed (4 ens.) + EOword embeddings=pre-trained fastText, ensemble=4, edit operation features=true2018.01 | 59.4 | 49.24 | |
| C&N (2017)2018.01 | 58.17 | 48.17 | |
| MLConvembed (4 ens.)word embeddings=pre-trained fastText, ensemble=42018.01 | 57.62 | 47.93 | |
| MLConvembedword embeddings=pre-trained fastText2018.01 | 56.67 | 47.71 |