Advanced IR Experiments with SBERT, Elasticsearch and trec_eval
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Updated
Aug 9, 2023 - Jupyter Notebook
Advanced IR Experiments with SBERT, Elasticsearch and trec_eval
Project for the Multimedia Information Retrieval and Computer Vision course at University of Pisa (A.Y. 2022/2023) realized by Fabiano Pilia and Emanuele Tinghi.
The projects are a part of the course CSE-535: Information Retrieval, that I had taken up for Fall 2022 at the University at Buffalo.
imi_mug support code and resources from our participation at the TREC 2017 Precision Medicine Track
Search Engine based on an inverted index developed by Stefano Bianchettin, Matteo Mugnai and Filippo Puccini for Multimedia Information Retrieval course at University of Pisa during academic year 2022/2023.
Search engine that queries for information to find the best results based on custom analysers and indexing techniques.
Support code and resources for participation at the TREC Precision Medicine Track (TREC-PM)
Assignment from my MAI module 'Information Retrieval and Web Search' where I index the Cranfield Collection
Microblog information retrieval system. Implementing an Information Retrieval (IR) system based on a collection of documents (Twitter messages).
Saas tool for developing and testing solutions for TREC PM. Includes built in trec_eval, Elasticsearch and Terrier
The projects are a part of the course CSE-535: Information Retrieval, that I had taken up for Fall 2019 at the University at Buffalo.
Prácticas de motores de búsqueda
imi_mug support code and resources from our participation at the TREC 2017 Precision Medicine Track
Recommendation-oriented version of trec_eval with more metrics
The goal of this project is to implement various IR models, evaluate the IR system and improve the search result based on our understanding of the models, the implementation and the evaluation.
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