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This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query handling, and comparing the performance of the developed models using two evaluation metrics implemented from scratch.

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miltiadiss/CEID_NE5597-Information-Retrieval

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Στιγμιότυπο οθόνης 2024-09-08 195244 This project is part of Information Retrieval elective course in Computer Engineering & Informatics Department of University of Patras for Winter Semester 2023-2024 (Semester 7).

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This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query handling, and comparing the performance of the developed models using two evaluation metrics implemented from scratch.

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