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EmCoder

Text Classification
Transformers
Safetensors
English
emcoder
emotion-recognition
bayesian-deep-learning
mc-dropout
uncertainty-quantification
multi-label-classification
custom_code
Eval Results (legacy)
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update V1.5 README

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  ### Entropy-based uncertainty quantification
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  **Model uncertainty quantification on GoEmotions test set**
 
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  | Mean probability vs Epistemic | Mean probability vs Aleatoric |
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  | :---: | :---: |
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  | ![Epistemic Scatter](outputs/epistemic_unc_scatter.png) | ![Aleatoric Scatter](outputs/aleatoric_unc_scatter.png) |
 
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  ### Entropy-based uncertainty quantification
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  **Model uncertainty quantification on GoEmotions test set**
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+ Flattened emotion predictions
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  | Mean probability vs Epistemic | Mean probability vs Aleatoric |
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  | :---: | :---: |
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  | ![Epistemic Scatter](outputs/epistemic_unc_scatter.png) | ![Aleatoric Scatter](outputs/aleatoric_unc_scatter.png) |