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Jul 1, 2021 · The masked language model task is the key to BERT and RoBERTa. However, they differ in how they prepare such masking. The original RoBERTa article explains it in section 4.1: BERT. Jan 12, 2024 · Although BERT preceeded RoBERTa, we may understand this observation to be somewhat applicable to RoBERTa, which is very similar. You may, nonetheless, experiment with the. May 23, 2022 · I've pretrained the RoBERTa model with new data using a 'simpletransformers' library: from simpletransformers.classification import ClassificationModel OUTPUT_DIR = 'roberta_output/'. Apr 18, 2023 · Since the RoBERTa model is finetuned on domain-specific data, we do expect this model to perform better than the pre-trained-RoBERTa which is trained on general texts (wiki data, books,.
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