Table 1. UUAS on UD2.11.
The values with the bold style are the maximum values in each column among these methods or models.
| Model | Total | nmod | nsubj | obj | case | compound | nummod | advmod | mark |
|---|---|---|---|---|---|---|---|---|---|
| Positional Offset | 27.1(1) | 40.7(1) | 32.2(1) | 28.4 (−1) |
34.8 (−1) |
90.3(1) | 91.8(1) | 57.6(1) | 33.4 (−1) |
| Random BERT | 6.2 | 7.0 | 7.9 | 5.8 | 8.1 | 6.7 | 11.1 | 8.8 | 5.8 |
| Chinese BERT |
35.1 (5–5) |
61.3 (7–11) |
44.4 (7–11) |
74.6 (7–2) |
37.8 (4–10) |
90.3 (6–3) |
92.3 (7–4) |
61.7 (5–5) |
51.8 (6-11) |
| Model | advcl | conj | obl | aux | ccomp | clf | amod | parataxi | xcomp |
| Positional Offset | 12.8(2) | 28.0 (−2) |
34.8(1) | 47.5 (−1) |
14.1 (−3) |
34.1(1) | 43.8(1) | 3.4 (−3) |
38.3 (−1) |
| Random BERT | 6.4 | 8.4 | 7.9 | 7.1 | 5.4 | 9.1 | 8.7 | 10.4 | 6.5 |
| Chinese BERT |
31.3 (8–7) |
58.2 (8–11) |
41.0 (5–9) |
74.7 (5–5) |
42.7 (5–7) |
72.1 (8–8) |
68.6 (8–5) |
17.0 (11–1) |
46.1 (7–2) |