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README.md
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## Description
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With this model, you can classify emotions in English text data. The model was trained on 6 diverse datasets (see Appendix) and predicts Ekman's 6 basic emotions, plus a neutral class:
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The model is a fine-tuned checkpoint of DistilRoBERTa-base.
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## Application
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a) Run emotion model with 3 lines of code on single text example using Hugging Face's pipeline command on Google Colab:
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/j-hartmann/emotion-english-distilroberta-base/blob/main/emotion_prediction_example.ipynb)
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## Contact
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Please reach out to [email protected] if you have any questions or feedback.
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Thanks to Samuel Domdey and chrsiebert for their support in making this model available.
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## Appendix
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Please find an overview of the datasets used for training below. All datasets contain English text. The table summarizes which emotions are available in each of the datasets.
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---
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## Description ℹ
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With this model, you can classify emotions in English text data. The model was trained on 6 diverse datasets (see Appendix) and predicts Ekman's 6 basic emotions, plus a neutral class:
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The model is a fine-tuned checkpoint of DistilRoBERTa-base.
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## Application 🚀
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a) Run emotion model with 3 lines of code on single text example using Hugging Face's pipeline command on Google Colab:
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/j-hartmann/emotion-english-distilroberta-base/blob/main/emotion_prediction_example.ipynb)
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## Contact 💻
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Please reach out to [email protected] if you have any questions or feedback.
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Thanks to Samuel Domdey and chrsiebert for their support in making this model available.
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## Appendix 📚
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Please find an overview of the datasets used for training below. All datasets contain English text. The table summarizes which emotions are available in each of the datasets.
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