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IRxRahul — Search & Classifier

Assignment of Information Retrieval

Name: Rahul Karn  |  Student ID: 250163  |  CUID: 16542734

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Task 1 — Publications Search

Browse Coventry publications (50/page) or search with TF-IDF (baseline/stem/lemma). Authors become clickable when a profile URL exists.

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Task 2 — News Classifier

Paste a news snippet to predict Business / Health / Politics with confidence bars. Uses the first available model bundle.

How it works

  • Search: TF-IDF over title+abstract; cosine similarity; baseline/stem/lemma variants.
  • Classifier: scikit-learn pipeline; label + per-class confidence bars.