What is the meaning of entity names?

[Ask-sola]

Hello, I read your paper and I noticed that the final loss iteration used a labeling method to calculate binary cross-entropy loss. If I understand correctly, this seems to be related to the relationship between spans and labels. So, what role does the entity name encoding play in the loss training process?