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@@ -11,7 +11,7 @@ Please note that the label distribution in the dataset is imbalanced:
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  **Model training**
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- **RoBERTArg** was fine-tuned on a $$RoBERTA_{base}$$ pre-trained model using the HuggingFace trainer with the following hyperparameters. The hyperparameters were determined using a hyperparameter search on a 20% validation set.
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  ```
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  training_args = TrainingArguments(
 
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  **Model training**
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+ **RoBERTArg** was fine-tuned on a $$$RoBERTA_{base}$$$ pre-trained model using the HuggingFace trainer with the following hyperparameters. The hyperparameters were determined using a hyperparameter search on a 20% validation set.
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  ```
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  training_args = TrainingArguments(