Model Description
This is a distilbert-base-uncased model fine-tuned for the purpose of classifying (emotional) contexts in the Empathetic Dialogues dataset.
Limitations and bias
EmpatheticDialogues:
- 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))
- ...
Training data
see dataset
Training procedure
Preprocessing
Evaluation results
Test results
Top 1 accuracy: 53.4 Top 5 accuracy: 86.1
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