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license: mit
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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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# 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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### 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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### Dataset
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- https://www.kaggle.com/datasets/deepakprajapati07/emotion-detection/data
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