Classical NLP & Text Classification Quiz

Twelve scenario questions on TF-IDF weighting, the hashing trick, multi-label thresholds, BIO tagging and entity-level F1, truncation of long documents, macro versus micro F1, LLM-assisted labeling risks, leakage from duplicates, Cohen's kappa, MinHash and LSH banding.

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