Targeted Syntactic Evaluation on Marvin and Linzen 2018
99SR SV Agreement: SimpleON-LSTM
Evaluation Results
| Method | Links | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ON-LSTM2020.05 | 99 | 95 | 89 | 84 | 78 | 89 | 86 | 18 | 50 | 7 | 74 | 67 | 66 | 57 | 54 | 57 | 59 | 20 | 11 | 2.94 | |
| SDRNNParameters=1.4M2020.05 | 97 | 92 | 77 | 74 | 71 | 73 | 65 | 1 | 50 | 38 | 62 | 54 | 55 | 58 | 60 | 66 | 48 | 37 | 30 | 3.68 | |
| GRUParameters=4.2M2020.05 | 95 | 86 | 87 | 75 | 67 | 85 | 78 | 51 | 66 | 67 | 80 | 75 | 67 | 51 | 50 | 58 | 55 | 29 | 20 | 3 | |
| DRNNParameters=1.4M2020.05 | 95 | 89 | 73 | 77 | 74 | 75 | 68 | 25 | 54 | 45 | 55 | 56 | 53 | 64 | 65 | 62 | 32 | 50 | 10 | 3.52 | |
| LSTMParameters=5.6M2020.05 | 92 | 93 | 85 | 87 | 75 | 85 | 83 | 56 | 48 | 55 | 80 | 60 | 67 | 55 | 51 | 57 | 55 | 22 | 3 | 3.31 | |
| Ab-DRNNParameters=0.55M2020.05 | 90 | 85 | 69 | 63 | 62 | 63 | 62 | 29 | 51 | 31 | 51 | 53 | 52 | 57 | 59 | 58 | 57 | 36 | 11 | 4.73 | |
| SRNParameters=1.4M2020.05 | 88 | 84 | 50 | 59 | 57 | 51 | 56 | 1 | 70 | 11 | 51 | 51 | 52 | 51 | 50 | 51 | 87 | 2 | 10 | 5.94 |