Entity Recognition Count

#1
by Arjuman - opened

Hi team,
It is mentioned in the model description that, it has been trained such that it can recognize 107 entities.
But in the config file, we can see up to 83 entities, which are nothing but 41 entities with their B and I tags.
Can I please get an understanding of the number of entities the model can recognize, their names along with their definitions?
Or could somebody point me in the right direction as I feel I'm missing out on something?
Thank you

D 4 Data Community org

Hi Arjuman, actual number of entities are 41 that you see in config file, we consider B and I as two different entities since they refer to two different tags, you can consider 83 in total as seen in config. we are working to expand it.
thanks

Thanks for the clarification @shainaraza . Could you also let me know the definition of those 41 entities for better understanding, please?

Hi team,
I wanted to know why the model's memory consumption increases per run/ per document NER? Is this something that is known to you? Kindly throw some light on this.

Arjuman changed discussion status to closed
Arjuman changed discussion status to open

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