I am trying to find ways to extract Entity that I havent trained my model on.
eg. install python which has an intent lets say install_software I have more than 20 examples of a person asking for installing software in the NLU.md however my model is only recognising the softwares that I have "explicitly"mentioned.
I should also be able to understand “install slack” and extract slack from it that will be saved in the slot software_name later. Current using CRFEntityExtractor which to my knowledge is for supervised embeddings.
I guess I need some unsupervised extractor too… Any suggestions ?