Word Similarity on Total Aggregate of WordSim353, MEN, Turk, SimLex-999
2.172Sum of Spearman rhoROOTROOT-CA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ROOTROOT-CAp=0, Training Corpus (Text8, BNC, Wiki052024)=Wiki0520242024.05 | 2.172 | — | — | |
| ROOT-CAp=0, Training Corpus (Text8, BNC, Wiki052024)=Wiki0520242024.05 | 2.133 | — | — | |
| PMI-SVDp=0.5, Training Corpus (Text8, BNC, Wiki052024)=Wiki0520242024.05 | 2.119 | — | — | |
| ROOT-CAp=0.5, Training Corpus (Text8, BNC, Wiki052024)=BNC2024.05 | 2.11 | — | — | |
| ROOTROOT-CAp=0, Training Corpus (Text8, BNC, Wiki052024)=Text82024.05 | 2.022 | — | — | |
| ROOTROOT-CAp=0.5, Training Corpus (Text8, BNC, Wiki052024)=Text82024.05 | 2.009 | — | — | |
| BERTEvaluation Protocol=Pre-train, Layer Selection=Last2024.05 | — | 0.933 | — | |
| BERTEvaluation Protocol=Pre-train, Layer Selection=First2024.05 | — | 2.191 | — | |
| BERTEvaluation Protocol=Fine-tune, Layer Selection=Last2024.05 | — | 1.171 | — | |
| BERTEvaluation Protocol=Fine-tune, Layer Selection=First2024.05 | — | 2.176 | — | |
| ROOTROOT-CAp=0, Training Corpus (Text8, BNC, Wiki052024)=Total2024.05 | — | — | 6.3 |