Dependency Parsing on Universal Dependencies Low-Resource Languages (unseen test)
66.14LAS (Breton)MAML
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| MAMLSupport set size (|S|)=802021.04 | 66.14 | — | 64.78 | 27.33 | 71.12 | 56.15 | 58.81 | 57.38 | 59.52 | |
| MAMLSupport set size (|S|)=402021.04 | 65.12 | — | 64.3 | 26.38 | 69.88 | 55.46 | 57.55 | 56.45 | 58.4 | |
| MAMLSupport set size (|S|)=202021.04 | 64.18 | — | 63.84 | 25.77 | 68.95 | 55.07 | 56.4 | 55.7 | 57.57 | |
| English baselineSupport set size (|S|)=802021.04 | 62.76 | — | 51.99 | 24.17 | 70.59 | 49.08 | 52.11 | 51.78 | 51.37 | |
| Naive ensembleSupport set size (|S|)=802021.04 | 62.2 | — | 63.79 | 25.88 | 68.62 | 55.23 | 55.07 | 55.13 | 57.37 | |
| Naive ensembleSupport set size (|S|)=402021.04 | 61.67 | — | 63.54 | 25.67 | 68.12 | 55.08 | 54.7 | 54.8 | 57.02 | |
| Naive ensembleSupport set size (|S|)=202021.04 | 61.44 | — | 63.34 | 25.56 | 67.83 | 55.02 | 54.47 | 54.61 | 56.82 | |
| English baselineSupport set size (|S|)=402021.04 | 61.32 | — | 50.59 | 23.82 | 69.56 | 47.8 | 50.55 | 50.61 | 50.19 | |
| English baselineSupport set size (|S|)=202021.04 | 60.34 | — | 49.8 | 23.66 | 68.5 | 47.25 | 49.29 | 49.81 | 49.55 | |
| UDapter2021.04 | 58.5 | — | — | 28.9 | 69.2 | 60.7 | 54.2 | — | — | |
| Tran and Bisazza (2019)2021.04 | 52.62 | — | 58.95 | 23.11 | 61.98 | 44.56 | 49.74 | 48.45 | 51.88 | |
| UDify2021.04 | 39.84 | — | — | 26.28 | 59.26 | 63.66 | 62.82 | — | — |