This is a Python library that provides an object-oriented interface for Cranfield, TREC 6–8, ARQMath, and Beir collections. The library also provides an object-oriented interface for building and evaluating information retrieval search engines for these collections as a part of the PV211: Introduction to Information Retrieval course taught at the Faculty of Informatics, Masaryk University, Brno, Czech Republic.
Here are some examples of how you can use the PV211 Utils library:
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First Term Project: Cranfield Collection (23.24% MAP score)
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Second Term Project: Beir CQADupStack Collection (21.96% MAP score)
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Alternative Second Term Project: ARQMath Collection (6.62% MAP score)
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Pre-2023 Second Term Project: TREC Collection (43.06% MAP score)
