Table 5 Crosslingual experiments (zero shot)
From: Advances in monolingual and crosslingual automatic disability annotation in Spanish
| Â | System | Precision | Recall | F-measure | |||
|---|---|---|---|---|---|---|---|
|  | A− | A+ | A− | A+ | A− | A+ (stdev) | |
|  | \(FLAIR_{MUSE}\) | 70.51 | 76.11 | 23.72 | 27.94 | 35.43 | 42.58 (±4.40) |
Train ENG | \(FLAIR_{ME}\) | 54.65 | 61.24 | 28.67 | 37.70 | 37.31 | 46.31 (±2.31) |
Test SPA | \(FLAIR_{mBERT}\) | 35.04 | 38.85 | 10.04 | 12.66 | 13.98 | 17.12 (±9.67) |
|  | \(XLM-R\) | 48.09 | 58.04 | 2.57 | 28.61 | 29.49 | 37.51 (±9.35) |
|  | \(FLAIR_{MUSE}\) | 57.08 | 59.41 | 23.32 | 35.01 | 32.89 | 43.71 (±2.87) |
Train SPA | \(FLAIR_{ME}\) | 64.71 | 69.95 | 28.40 | 41.84 | 39.45 | 52.34 (±1.44) |
Test ENG | \(FLAIR_{mBERT}\) | 17.53 | 22.70 | 13.03 | 19.76 | 14.49 | 20.45 (±13.21) |
|  | \(XLM-R\) | 18.93 | 28.26 | 6.16 | 10.49 | 8.71 | 14.28 (±4.82) |