Dependency Parsing on Universal Dependencies 1.2 (test)
79.3UAS (de)monolingual
Evaluation results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| monolingualTraining Protocol=monolingually-trained, Architecture=S-LSTM parser2016.02 | 79.3 | 85.9 | 83.7 | 81.7 | 88.7 | 85.7 | 83.5 | 84 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MALOPA + fine-grained POSToken Representation=coarse POS + lexical + language ID + fine-grained POS2016.02 | 78.9 | 85.4 | 84.3 | 82.4 | 89 | 86.2 | 84.5 | 84.3 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MALOPA + language IDToken Representation=coarse POS + lexical + language ID2016.02 | 78.6 | 84.2 | 83.4 | 82.4 | 89.1 | 84.2 | 82.6 | 83.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| MALOPA + lexicalToken Representation=coarse POS + lexical embeddings2016.02 | 76.7 | 82 | 82.7 | 81.2 | 87.6 | 82.1 | 81.2 | 81.9 | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| jPTDP2017.05 | 75.8 | 82 | 82.4 | 80 | 86.4 | 79.3 | — | 79.6 | 79 | 83.9 | 75.8 | 73.2 | 81.5 | 75 | 87.3 | 75.7 | 79.2 | 66.8 | 84.9 | 82.5 | 81.7 | |
| Stack-prop2017.05 | 74.2 | 80.7 | 80.7 | 80 | 85.8 | 80.4 | — | 78.9 | 77 | 84.3 | 73.8 | 70.1 | 78.5 | 74.5 | 88.9 | 74.1 | 77.5 | 73.6 | 84.7 | 79.2 | 81.8 | |
| RBGParser2017.05 | 73.5 | 79.9 | 79.6 | 78.9 | 84.7 | 81.3 | — | 77.6 | 75.8 | 83.6 | 73.9 | 68 | 78.5 | 65.4 | 87.7 | 74.2 | 77.6 | 72.4 | 83.9 | 75.4 | 80.7 | |
| PipelinePtag2017.05 | 73 | 79.3 | 79.5 | 78.5 | 84.2 | 79.5 | — | 76.6 | 73.7 | 83.6 | 72 | 63 | 78 | 66.9 | 87.8 | 73.5 | 75.4 | 70.3 | 83.6 | 73.4 | 79.4 | |
| B'152017.05 | 72.4 | 77.9 | 78.5 | 77.4 | 84.1 | 79.9 | — | 76.6 | 75.6 | 83.1 | 69.6 | 67.5 | 74.7 | 73.2 | 85.9 | 72.3 | 73.1 | 69.5 | 82.4 | 78 | 80.1 | |
| UDPipe2017.05 | 71.8 | 80.2 | 79.7 | 77.8 | 85.7 | 81.3 | — | 78.5 | 76 | 84.7 | 74.8 | 69.7 | 79.7 | 76.3 | 87.5 | 73.9 | 77.1 | 71.3 | 84.5 | 79.4 | 80.2 | |
| MALOPAToken Representation=coarse POS embeddings2016.02 | 70.4 | 69.3 | 72.4 | 71.1 | 78 | 74.1 | 65.4 | 71.5 | — | — | — | — | — | — | — | — | — | — | — | — | — |