Dependency Parsing on CoNLL UD Shared Task big treebanks 2018 2.0 (dev)
84.6LAS (Labeled Attachment Score)UDPipe 2.0
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UDPipe 2.0Embeddings=WE+CLE+BERT, Ensemble=3-model ensemble2019.08 | 84.6 | 96.32 | 95.55 | 94.9 | 96.16 | 87.64 | 75.76 | 78.88 | |
| HIT-SCIR HarbinEnsemble=3-model ensemble2019.08 | 84.37 | 96.23 | 95.16 | 91.2 | 93.42 | 87.61 | 70.12 | 75.05 | |
| UDPipe 2.0Embeddings=WE+CLE+BERT2019.08 | 84.2 | 96.23 | 95.43 | 94.74 | 96.03 | 87.33 | 75.15 | 78.3 | |
| HIT-SCIR HarbinEnsemble=w/o ensembling2019.08 | 83.75 | — | — | — | — | — | — | — | |
| Stanford2019.08 | 83.03 | 95.93 | 94.95 | 94.14 | 95.25 | 86.56 | 72.67 | 75.46 | |
| UDPipe 2.0Embeddings=WE+CLE2019.08 | 82.11 | 95.84 | 94.96 | 94.24 | 95.89 | 85.53 | 72.12 | 75.74 | |
| TurkuNLP2019.08 | 81.85 | 95.41 | 94.47 | 93.82 | 96.08 | 85.32 | 71.27 | 75.83 | |
| Original UDPipe 2.0Context=ST entry2019.08 | 81.83 | 95.73 | 94.79 | 94.11 | 95.12 | 85.28 | 71.71 | 74.67 |