emotion-english-distilroberta-base/README.md

Description

With this model, you can classify emotions in English text data. The model was trained on diverse datasets and predicts 7 emotions:

1. anger
2. disgust
3. fear
4. joy
5. neutral
6. sadness
7. surprise

The model is a fine-tuned checkpoint of DistilRoBERTa-base.

Application

a) Run emotion model with 3 lines of code on single text example using Hugging Face's pipeline command:

b) Run emotion model on multiple examples and full datasets (e.g., .csv files):

Contact

Please reach out to jochen.hartmann@uni-hamburg.de if you have any questions or feedback.