bdotloh/distilbert-base-uncased-go-emotion-empathetic-dialogues-context-v2
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Model Description
We performed transfer learning experiments on a distilbert-base-uncased model fine-tuned on the GoEmotions dataset for the purpose of classifying (emotional) contexts in the Empathetic Dialogues dataset.
The fine-tuned distilbert-base-uncased can be found here.
Limitations and bias
GoEmotions: 1) Demographics of Reddit Users 2) Imbalanced class distribution 3) ...
EmpatheticDialogues: 1) Unable to ascertain the degree of cultural specificity for the context that a respondent described when given an emotion label (i.e., p(description | emotion, culture)) 2) ...