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Why start your article search with BM25 baseline

You need to do a search/hints in the database of articles or bank answers. Why is it wise to start with BM25/TF-IDF rather than straight away with embeddings/RAG?

Answer as you would in an interview

Answer aloud or write down a few key points. The text field is optional; the review opens after your attempt.

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Why start your article search with BM25 baseline — interview question — ML Mentor