Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
bert-base-uncased-goemotions-group-finetuned – AI Model by justin871030 | AlphaNeural AI
You can deploy this model and start earning money today!
justin871030
/
bert-base-uncased-goemotions-group-finetuned
like
0
transformers
pytorch
bert
go-emotion
text-classification
en
go_emotions
mit
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Model Description
Based on the uncased BERT pretrained model with a linear output layer.
Added several commonly-used emoji and tokens to the special token list of the tokenizer.
Did label smoothing while training.
Used weighted loss and focal loss to help the cases which trained badly.
Results
Best Result of
Macro F1
- 70%
Tutorial Link
GitHub
