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+ ---
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+ language: en
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+ tags:
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+ - emotion-classification
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+ datasets:
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+ - go-emotions
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+ - bdotloh/empathetic-dialogues-contexts
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+ ---
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+
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+
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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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+
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+ ### Limitations and bias
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+
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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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+
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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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+
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+
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+ ## Training data
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+
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+ ## Training procedure
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+
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+ ### Preprocessing
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+
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+ ## Evaluation results
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+