Table 4.
Performance evaluation of different embedding features.
Embedding feature | Precision (%) | Recall (%) | F-score (%) | Δ (%) |
Word | 57.64 | 61.62 | 59.56 | —a |
Word+POSb | 58.49 | 63.06 | 60.69 | +1.13 |
Word+Entity type | 64.06 | 61.05 | 62.52 | +2.96 |
Word+POS+Entity type | 63.79 | 66.62 | 65.17 | +5.61 |
aNot applicable.
bPOS: part-of-speech.