However, in a multiclass setup in which the model is configured to produce a single label, it learns to disregard the second frame "Public Opinion" while strongly attending the words "fargo" and "credit" related to for the theme of "Economic Consequences".
a multi-label model correctly attends all words that are related to both frames i.e. "fargo", "credit", "nuns" and "opposition" and predicts “Economic Consequences" and “Public Opinion" correctly.