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# Model Description
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We performed transfer learning experiments on a
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The fine-tuned distilbert-base-uncased can be found [here](https://huggingface.co/bhadresh-savani/bert-base-go-emotion).
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### Limitations and bias
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## Training data
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## Training procedure
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## Evaluation results
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### BibTeX entry and citation info
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# Model Description
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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](https://huggingface.co/datasets/bdotloh/empathetic-dialogues-contexts).
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The fine-tuned distilbert-base-uncased can be found [here](https://huggingface.co/bhadresh-savani/bert-base-go-emotion).
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### Limitations and bias
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GoEmotions:
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1) Demographics of Reddit Users
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2) Imbalanced class distribution
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3) ...
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EmpatheticDialogues:
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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*))
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2) ...
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## Training data
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## Training procedure
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## Evaluation results
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