Implemetation of a basic IR system using Python + NLTK
-
MiniProject 1: Develop an Information Retrieval (IR) system that supports both standard Boolean queries and proximity queries.
-
MiniProject 2: Enhance a basic Information Retrieval (IR) system by handling Spelling Correction and Wildcard Queries
-
MiniProject 3: Construct an Information Retrieval (IR) system using the Block-Sorted Based Indexing (BSBI) algorithm (+ Gamma Coding)
-
MiniProject 4: Augment a basic Information Retrieval (IR) system by incorporating different Document Ranking strategies (Space Vector Model, Probabilistic Model, Language Model)
-
MiniProject 5: Implement a Naive Bayes classifier, integrate word embeddings with Latent Semantic Analysis (LSA), and apply SVM