I am very much new to NLP. I have a question on NER. I am trying to create a model which can classify multiple intents. Now, from the sentences, I need to extract information or arguments which are entities. Here, The entity value meaning is context based. For ex: multiple constant values in different sentences might relate to different arguments names. My question here is, can we resolve this type of issue with single NER model or do we need to create one NER model for each intent.
Thanks in advance.
Thank you, Chandrakala