POS Tagging on Sumerian (F1-Score)
99.1F1 ScoreRules + CRF
Evaluation Results
| Method | Links | |
|---|---|---|
| Rules + CRFfeatures=domain-specific rules2021.05 | 99.1 | |
| RoBERTalayers=6, attention_heads=16, batch size=128, tokenization=Byte-Level BPE2021.05 | 94.9 | |
| HMM2021.05 | 81.5 | |
| Bi-LSTM + CRF2021.05 | 76.3 | |
| FLAIRarchitecture=additional CRF layer2021.05 | 49.9 |