Part-Of-Speech Tagging on Universal Dependencies (UD) (test)
94.97AccuracyAIN-1O
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIN-1OEncoder=WORD-CHAR-BILSTM2020.09 | 94.97 | — | — | — | — | — | — | — | — | — | — | |
| CRFEncoder=WORD-CHAR-BILSTM2020.09 | 94.91 | — | — | — | — | — | — | — | — | — | — | |
| AIN-F2OEncoder=WORD-CHAR-BILSTM2020.09 | 94.91 | — | — | — | — | — | — | — | — | — | — | |
| MaxEntEncoder=WORD-CHAR-BILSTM2020.09 | 94.84 | — | — | — | — | — | — | — | — | — | — | |
| AIN-F2OEncoder=WORD-CNN2020.09 | 94.32 | — | — | — | — | — | — | — | — | — | — | |
| AIN-1OEncoder=WORD-CNN2020.09 | 94.29 | — | — | — | — | — | — | — | — | — | — | |
| CRFEncoder=WORD-CNN2020.09 | 94.26 | — | — | — | — | — | — | — | — | — | — | |
| MaxEntEncoder=WORD-CNN2020.09 | 94 | — | — | — | — | — | — | — | — | — | — | |
| AIN-F2OEncoder=WORD ONLY2020.09 | 93.03 | — | — | — | — | — | — | — | — | — | — | |
| AIN-1OEncoder=WORD ONLY2020.09 | 92.84 | — | — | — | — | — | — | — | — | — | — | |
| CRFEncoder=WORD ONLY2020.09 | 92.79 | — | — | — | — | — | — | — | — | — | — | |
| MaxEntEncoder=WORD ONLY2020.09 | 90.53 | — | — | — | — | — | — | — | — | — | — | |
| MAD-XBackbone=mBERT2024.06 | — | 13.31 | 50.47 | 59.61 | 10.88 | 24.93 | 25.68 | 66.61 | 55.56 | 74.17 | 42.36 | |
| mBERTBackbone=mBERT2024.06 | — | 8.59 | 60.66 | 61.49 | 9.35 | 20.39 | 11.47 | 72.93 | 66.3 | 83.2 | 37.82 | |
| UniBridgeBackbone=mBERT2024.06 | — | 29.24 | 65.53 | 70.65 | 12.86 | 66.78 | 52.61 | 75.23 | 70.65 | 84.16 | 58.64 |