Fine-grained text emotions analysis from a hierarchical perspective. The hierarchical label stucture is applied in our new disigned loss function.

Dataset labeled 58000 Reddit comments with 28 emotions

• admiration, amusement, anger, annoyance, approval, caring, confusion, curiosity, desire, disappointment, disapproval, disgust, embarrassment, excitement, fear, gratitude, grief, joy, love, nervousness, optimism, pride, realization, relief, remorse, sadness, surprise + neutral

• torch==1.4.0
• transformers==2.11.0
• attrdict==2.0.1

You can change the parameters from the json files in config directory.

• GoEmotions
• GoEmotions Github
• Huggingface Transformers