Part-of-Speech Tagging on UD non-Indo-European 1.2 (test)
96.28AccuracyFREQBIN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FREQBINInput Representation=Words + Characters, Pre-trained Embeddings=Polyglot, Training Strategy=Multi-task2016.04 | 96.28 | 90.39 | |
| bi-LSTM (w+c+Polyglot)Input Representation=Words + Characters, Pre-trained Embeddings=Polyglot2016.04 | 96.21 | 87.44 | |
| bi-LSTM (w)Input Representation=Words2016.04 | 95.67 | — | |
| TNTInput Representation=Words2016.04 | 94.57 | — | |
| CRFInput Representation=Words2016.04 | 93.62 | — | |
| bi-LSTM (c)Input Representation=Characters2016.04 | 93.51 | — | |
| bi-LSTM (b)Input Representation=Bytes2016.04 | 93.16 | — | |
| bi-LSTM (d)Input Representation=d2016.04 | 91.97 | — |