Check out our BERT based NER demo.
Our fine-tuned model supports below entities:
- Natural Phenomenon
- Geopolitical Entity
- Law Terms
- Group Name
- Ordinal Number
- Cardinal Number
- Python + Flask code for web based interface similar to our demo
- Model fine-tuned on 5 datasets (CONLL 2003, Ontonote-5.0, GMB (Groningen Meaning Bank), NAACL 2019, Wnut2017)
- Instructions to setup the code
Price: USD $59 Only
- Please test the result thoroughly on the demo if you are planning to purchase.
- If you want to create your own NER using BERT then you can do it by following our tutorial. Limitation of the tutorial is that there would be only 4 entities in that system while in our model there are 22 entities.
- You will get instructions document to setup on your server. It requires Python, Flask, Pytorch, transformers by huggingface and also uses some code from BERT-NER repository.