mys/electra-base-turkish-cased-ner

A NER model for Turkish with 48 categories trained on the dataset Shrinked TWNERTC Turkish NER Data by Behçet Şentürk . The backbone model is electra-base-turkish-cased-discriminator, and I finetuned it for token classification . I'm continuing to figure out if it is possible to improve accuracy with this dataset, but it is already usable for non-critic applications . I will also release a notebook to finetune NER models with the dataset as well as sample inference code to demonstrate what's possible with this model . You can reach out to me on Twitter for discussions and issues of the model .,