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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ base_model:
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+ - google-bert/bert-base-uncased
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+ pipeline_tag: text-classification
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+ tags:
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+ - Text_based_emotion_classification
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+ ---
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+
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+ # BERT-based-Emotion-Classification
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+ - BERT-based Emotion Classification.
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+ - A custom Pytorch model which uses BERT for multiclass emotion classification.
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+ - There are 8 different classes. Labels: `anxiety`, `bipolar`, `depression`, `fear`, `grateful`, `happy`, `sad`, `stress`
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+ - Version 1: Achieved an accuracy of 88%
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+
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+ ### Model Huggingface Repo
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+ - BERT-based-Emotion-Classification-v1: https://huggingface.co/dkp2701/BERT-based-Multiclass-Emotion-Classification
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+
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+ ### Dataset
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+ - https://www.kaggle.com/datasets/deepakprajapati07/emotion-detection/data