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[P] NLP Problem

Hi all, I am a beginner stage ML practitioner. I need help.

I have a large dataset of free text for work orders for a power plant. I need to identify the cause, symptom and damage by these work order data. I do have the list of causes, symptoms and damage which is to be used to classify each work order. The issue is I do not have a labelled data set so I have to take the unsupervised approach. But I am not getting useful results.

Could you help me with approaches I can work on to get better results.

Thanks.

submitted by /u/raesharma
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.