Cranfield Search Engine

01 May 2020

#Natural Language Processing    #Information Retrieval

   This project aims to create an Information Retrieval (IR) system where users can enter a query and get the most relevant documents from the Cranfield Dataset

   I performed a comprehensive research on various IR algorithms like Latent Semantic Analysis, Explicit Semantic Analysis and query expansion, implemented these using Python and evaluated them based on various metrics like nDCG, MAP, precision, recall and F-score.

Github Link