Model Card for Model ID

This model classifies social group strings into meaningful umbrella groups, based on the mapping developed by Alona Dolinsly, Will Horne and Lena Huber.

Model Details

Model Description

This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

Developed by: Will Horne, Alona Dolinsky, Lena Huber
Model type: Fine-Tuned MdeBERTa-V3
Language(s) (NLP): Multi-Lingual, Finetuned in English and German.
Finetuned from mode: MdeBERTa-V3

Uses

Model should be used for mapping social groups extracted from political text or speech to umbrella social groups. The model assumes that group strings can belong to multiple classes.

Metrics

The overall balanced accuracy of the model excedes 99%, with recall and precision both above 98%. Group specific accuracy, precision and recall will be added once manual validation is completed.