Dependency Parsing on UD Treebank Arabic (test)
87.05LASFACTORIZER
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FACTORIZEREvaluation Protocol=fine-tuning, Tokenization=gold, Number of runs=52023.06 | 87.05 | — | 97.48 | 95.9 | 96.03 | 95.91 | 91.24 | 79.7 | 80.8 | |
| BPEEvaluation Protocol=fine-tuning, Tokenization=gold, Number of runs=52023.06 | 86.5 | — | 97.48 | 95.84 | 95.97 | 95.14 | 90.84 | 79.03 | 79.31 | |
| SynTr+RNGTrTraining=Monolingual, Refinement=RNGTr, Pre-training=BERT2020.03 | 86.31 | 0.58 | — | — | — | — | — | — | — | |
| SynTrTraining=Monolingual2020.03 | 86.23 | — | — | — | — | — | — | — | — | |
| Empty+RNGTrTraining=Monolingual, Refinement=RNGTr, Initial Parse=Empty2020.03 | 86.05 | — | — | — | — | — | — | — | — | |
| UDify+RNGTrTraining=Multilingual+Monolingual, Refinement=RNGTr, Pre-training=BERT2020.03 | 85.93 | 17.81 | — | — | — | — | — | — | — | |
| UDPipe 2Evaluation Protocol=fine-tuning, Tokenization=gold, Number of runs=12023.06 | 83.49 | — | 97.02 | 94.38 | 94.53 | 95.31 | 88.11 | 74.57 | 76.13 | |
| UDPipeTraining=Multilingual2020.03 | 82.94 | — | — | — | — | — | — | — | — | |
| UDifyTraining=Multilingual2020.03 | 82.88 | — | — | — | — | — | — | — | — | |
| Mono [1]Training=Monolingual2020.03 | 81.8 | — | — | — | — | — | — | — | — | |
| StanzaEvaluation Protocol=fine-tuning, Tokenization=gold, Number of runs=12023.06 | 39.75 | — | 62.06 | 54.6 | 68.34 | 49.2 | 42.72 | 39.07 | 38.75 |