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NLP-FUNDAMENTALS4 MIN READ

Sort the NLP Task

Map a workplace NLP request to the task family that determines data, metrics, and tooling.

Place each workplace request into its primary NLP task family. Classification Extraction Retrieval Generation Similarity Route each support email to one of eight queues. Pull invoice numbers and due dates from vendor emails. Find the current policy page that answers a user question. Draft a first-pass reply for an agent to review. Group duplicate complaints that describe the same outage. Detect whether a review is positive, neutral, or negative. Highlight product names mentioned in chat transcripts. Rank help articles for the query reset authenticator app. Output shape drives metric choice.

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