Semantic Similarity on π-YALLI corpus Nawatl
0.459Kendall's Tau (1x)FastText Skipgram
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FastText SkipgramDuplication factor (ρ)=10, Pre-training Data=π-YALLI2026.04 | 0.459 | 0.495 | 78 | 466 | |
| Word2Vec SkipgramDuplication factor (ρ)=22, Pre-training Data=π-YALLI2026.04 | 0.357 | 0.483 | 353 | 393 | |
| FastText CbowDuplication factor (ρ)=8, Pre-training Data=π-YALLI2026.04 | 0.345 | 0.393 | 139 | 437 | |
| FastTextPre-training Data=Wikipedia2026.04 | 0.242 | — | — | — | |
| FastTextPre-training Data=Common Crawl2026.04 | 0.24 | — | — | — | |
| Word2VecPre-training Data=Wikipedia2026.04 | 0.24 | — | — | — | |
| Word2Vec CbowDuplication factor (ρ)=20, Pre-training Data=π-YALLI2026.04 | 0.22 | 0.257 | 168 | 149 | |
| GloveDuplication factor (ρ)=6, Pre-training Data=π-YALLI2026.04 | 0.209 | 0.216 | 34 | 65 |