Table 3 Test accuracies (in percent) on 20 words from our universal models and the two baselines
Words | Univ NN | Univ Attention | Baseline 1 | Baseline 2 |
|---|---|---|---|---|
AA | 100.00 | 100.00 | 96.00 | 98.99 |
Astragalus | 100.00 | 100.00 | 100.00 | 97.47 |
CDR | 85.19 | 82.10 | 97.00 | 100.00 |
Cilia | 80.77 | 79.80 | 82.00 | 94.87 |
CNS | 97.06 | 86.10 | 98.00 | 98.48 |
CP | 98.15 | 100.00 | 97.00 | 98.32 |
dC | 94.44 | 82.40 | 98.00 | 98.48 |
EMS | 91.43 | 98.80 | 98.00 | 100.00 |
ERUPTION | 97.14 | 91.10 | 100.00 | 100.00 |
FAS | 100.00 | 88.10 | 100.00 | 99.49 |
Ganglion | 86.11 | 73.30 | 90.00 | 93.43 |
HCl | 91.67 | 94.10 | 100.00 | 100.00 |
INDO | 100.00 | 100.00 | 87.00 | 99.18 |
lymphogranulomatosis | 88.89 | 75.80 | 83.00 | 83.33 |
MCC | 83.33 | 92.80 | 97.00 | 100.00 |
PAC | 81.82 | 81.10 | 94.00 | 100.00 |
Phosphorus | 83.33 | 75.70 | 78.00 | 83.84 |
Phosphorylase | 70.00 | 66.40 | 52.00 | 87.35 |
TMP | 100.00 | 78.30 | 81.00 | 98.00 |
TNT | 94.44 | 78.20 | 98.00 | 99.49 |
Average | 91.19 | 86.21 | 91.30 | 96.54 |