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@@ -58,10 +58,9 @@ To use the full SRL model (transformers portion + a decoding layer), refer to th
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  - The model was trained only for 10 epochs in the Universal Dependencies dataset.
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  ## Training procedure
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- The model was trained on the Universal Dependencies Portuguese dataset; then on Portuguese semantic role labeling data (PropBank.Br) using 10-fold Cross-Validation. The 10 resulting models were tested on the folds as well as on a smaller opinion dataset "Buscapé". For more information, please see the accompanying article (See BibTeX entry and citation info below) and the [project's github](https://github.com/asofiaoliveira/srl_bert_pt).
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  ## Eval results
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  - The model was trained only for 10 epochs in the Universal Dependencies dataset.
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  ## Training procedure
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+ The model was trained on the Universal Dependencies Portuguese dataset; then on the CoNLL formatted OntoNotes v5.0; then on Portuguese semantic role labeling data (PropBank.Br) using 10-fold Cross-Validation. The 10 resulting models were tested on the folds as well as on a smaller opinion dataset "Buscapé". For more information, please see the accompanying article (See BibTeX entry and citation info below) and the [project's github](https://github.com/asofiaoliveira/srl_bert_pt).
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  ## Eval results
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