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---
language: en
tags:
- emotion-classification
datasets:
- go-emotions
- empathetic-dialogues-contexts
---
# 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](https://huggingface.co/datasets/bdotloh/empathetic-dialogues-contexts).
The fine-tuned distilbert-base-uncased can be found [here](https://huggingface.co/bhadresh-savani/bert-base-go-emotion).
### 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) ...
## Training data
## Training procedure
### Preprocessing
## Evaluation results
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