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I am new to NLP. I am trying to classify a set of messages based on specific keywords based on importance of a user. For example, you would be given a list of messages and then a person would come and choose the ones they think are important. I want to create a model to eliminate the process of having a person to choose those messages. I have a list of keywords and I know which messages were chosen in the list of messages, which I use 1= chosen and 0= not chosen. I am trying to use NER to classify the important keywords and classify them by using a classifier model, but I'm not sure if this is the best way. Any advice or help would be great. Thanks!

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