Fine tuned NER model to extract magnitude of an earthquake
Hello Everyone,I have fine tuned a custom NER model using pretrained modeldistilbert-base-uncasedto extract magnitude of an earthquake event from a text.For example:Text: “Syria was hit by 8.1 magnitude earthquake.”Entity: 8.1However, after fine tuning and generating predictions the model is able to extract magnitude values but omits the part after decimal point.Output: 8I have checked the values created by tokenizer and the magnitude values are not split into sub tokens. I checked but could not find any solution or cause for this.Any suggestion on this would be really helpful.Thank you.