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twitter-emotion-classification-with-bert
wesleyacheng/twitter-emotion-classification-with-bert
twitter-emotion-classification-with-bert is a text classification model from wesleyacheng. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Jun 1, 2023
- Updated
- Jun 8, 2023
- SHA
- ddf484c4
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Model card
From the Hugging Face model README
First posted in my Kaggle.
Hello, I'm Wesley, nice to meet you! 👋
While I was making my Angry Birds Classifier to classify if tweets are angry or not, I thought why don't we add 2 more emotions! Joy and Sadness into the mix!
Here I created a Multiclass Text Classifier that classifies tweets as either having JOY, SADNESS, or ANGER.
I used the Twitter Emotion Dataset and BERT to do Transfer Learning with PyTorch and HuggingFace.
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Languages
- en
- Created
- Jun 1, 2023
- Updated
- Jun 8, 2023