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@@ -150,7 +150,7 @@ Our final models were trained on a different number of steps and sequence length
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  | Dataset | Metric | RoBERTa-b | RoBERTa-l | BETO | mBERT | BERTIN |
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  |-------------|----------|-----------|-----------|--------|--------|--------|
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- | UD-POS | F1 | 0.9907 | 0.9901 | 0.9900 | 0.9886 | 0.9904 |
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  | Conll-NER | F1 | 0.8851 | 0.8772 | 0.8759 | 0.8691 | 0.8627 |
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  | Capitel-POS | F1 | 0.9846 | 0.9851 | 0.9836 | 0.9839 | 0.9826 |
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  | Capitel-NER | F1 | 0.8959 | 0.8998 | 0.8771 | 0.8810 | 0.8741 |
@@ -260,18 +260,17 @@ All models trained with max length 256 and batch size 32.
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  | Model | Accuracy |
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  |----------------------------------------------------|----------|
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- | bert-base-multilingual-cased | WIP |
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- | dccuchile/bert-base-spanish-wwm-cased | WIP |
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- | BSC-TeMU/roberta-base-bne | WIP |
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- | bertin-project/bertin-roberta-base-spanish | WIP |
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  | bertin-project/bertin-base-random | 0.7745 |
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  | bertin-project/bertin-base-stepwise | 0.7820 |
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- | bertin-project/bertin-base-gaussian | **0.7942** |
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  | bertin-project/bertin-base-random-exp-512seqlen | 0.7723 |
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  | bertin-project/bertin-base-gaussian-exp-512seqlen | 0.7878 |
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- <caption>Table 6. Results for CNLI.</caption>
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  </figure>
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  # Conclusions
 
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  | Dataset | Metric | RoBERTa-b | RoBERTa-l | BETO | mBERT | BERTIN |
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  |-------------|----------|-----------|-----------|--------|--------|--------|
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+ | UD-POS | F1 | **0.9907** | 0.9901 | 0.9900 | 0.9886 | **0.9904** |
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  | Conll-NER | F1 | 0.8851 | 0.8772 | 0.8759 | 0.8691 | 0.8627 |
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  | Capitel-POS | F1 | 0.9846 | 0.9851 | 0.9836 | 0.9839 | 0.9826 |
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  | Capitel-NER | F1 | 0.8959 | 0.8998 | 0.8771 | 0.8810 | 0.8741 |
 
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  | Model | Accuracy |
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  |----------------------------------------------------|----------|
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+ | bert-base-multilingual-cased | 0.7852 |
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+ | dccuchile/bert-base-spanish-wwm-cased | **0.8186** |
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+ | BSC-TeMU/roberta-base-bne | 0.8178 |
 
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  | bertin-project/bertin-base-random | 0.7745 |
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  | bertin-project/bertin-base-stepwise | 0.7820 |
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+ | bertin-project/bertin-base-gaussian | 0.7942 |
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  | bertin-project/bertin-base-random-exp-512seqlen | 0.7723 |
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  | bertin-project/bertin-base-gaussian-exp-512seqlen | 0.7878 |
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+ <caption>Table 6. Results for XNLI.</caption>
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  </figure>
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  # Conclusions