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Developing-an-Information-Retrieval-System-with-Document-Ranking

Mini project for Advanced Information Retrieval Course under Prof. Bagher BabaAli.

🎯 Objective

Build IR system with ranking using LM, Probabilistic, and Vector space models

⚙️ Tools & Technologies

Python 3, NLTK, Matplotlib, heapq, NumPy

📊 Results & Reflection

Implemented Okapi BM25 for document ranking

Learned IR models and evaluation metrics

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Created a document ranking system with Boolean, probabilistic, and vector space models.

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