This allowed the model to process sequences of uniform length. Specifically, if a document exceeded 50 tokens, it was truncated. Conversely, the padding method was applied to sentences with fewer than 50 tokens. The EmoRoBERTa model encompasses a total of 124,667,164 trainable parameters. To ...