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Engineered a complete information retrieval system with a Web Crawler, a Parser, an Indexer, a Search Engine and Pseudo Relevance Feedback in Python. Evaluated performance of BM25, TF/IDF, Query Likelihood and Lucene’s retrieval model using MAP, MRR, P@K, and Precision and Recall. Incorporated PageRank algorithm to improve search results by perf…
mitishagd/Information-Retrieval-System
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Engineered a complete information retrieval system with a Web Crawler, a Parser, an Indexer, a Search Engine and Pseudo Relevance Feedback in Python. Evaluated performance of BM25, TF/IDF, Query Likelihood and Lucene’s retrieval model using MAP, MRR, P@K, and Precision and Recall. Incorporated PageRank algorithm to improve search results by perf…
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