A NER model for Turkish with 48 categories trained on the dataset
Shrinked TWNERTC Turkish NER Data by Behçet Şentürk, which is itself a filtered and cleaned version of the following automatically labeled dataset:
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. You can reach out to me on
Twitter for discussions and issues.
I will also release a notebook to finetune NER models with Shrinked TWNERTC as well as sample inference code to demonstrate what's possible with this model.
