Multi emotion sentiment classifier.
Classify the emotion in a sentence into the following:

1. sadness
2. joy
3. love
4. anger
5. fear
6. surprise

Currently Using pretrained Roberta model from HuggingFaces transformers library, with classifier replaced with a single nn.Linear layer with 6 output features.

Model is fine-tuned using the Emotion Dataset from the CARER: Contextualized Affect Representations for Emotion Recognition paper

E. Saravia, H.-C. T. Liu, Y.-H. Huang, J. Wu, and Y.-S. Chen, “CARER: Contextualized Affect Representations for Emotion Recognition,” Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018.