Borrowing detection on Turkic Indo-Iranian 1.0
86.3PrecisionSCA (Zhang et al., 2021)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCA (Zhang et al., 2021)Supervision=Yes2025.12 | 86.3 | 81.5 | 82.1 | |
| CombinedSupervision=No, contrastive learning=Yes2025.12 | 83.5 | 81.6 | 82.6 | |
| PMISupervision=No2025.12 | 80.9 | 82.9 | 81.9 | |
| PMI (Zhang et al., 2021)Supervision=Yes2025.12 | 74.2 | 81.3 | 76.4 | |
| Cosine similaritySupervision=No, contrastive learning=Yes2025.12 | 67.6 | 74.5 | 70.8 |