Word Similarity on Multi-SimLex (test)
0.556Similarity (EN)Mirror-BERT
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mirror-BERTBase Model=Monolingual BERT, Pooling=[CLS]2021.04 | 0.556 | 0.621 | 0.308 | 0.538 | 0.639 | 0.365 | 0.296 | 0.444 | 0.471 | |
| fastTextType=Static word embeddings2021.04 | 0.528 | 0.56 | 0.447 | 0.409 | 0.428 | 0.435 | 0.488 | 0.396 | 0.461 | |
| Mirror-BERTBase Model=Multilingual BERT (mBERT), Pooling=[CLS]2021.04 | 0.358 | 0.341 | 0.134 | 0.097 | 0.501 | 0.21 | 0.332 | 0.141 | 0.264 | |
| BERTType=Monolingual BERT, Pooling=mean-pooling2021.04 | 0.267 | 0.02 | 0.106 | 0.22 | 0.398 | 0.202 | 0.177 | 0.217 | 0.201 | |
| mBERTType=Multilingual BERT, Pooling=mean-pooling2021.04 | 0.105 | 0.13 | 0.094 | 0.101 | 0.261 | 0.109 | 0.095 | 0.087 | 0.123 |