amirmohamadbabaee / information-retrieval-notebooks

Notebooks of practical projects of Information Retrieval Course at CE@AUT

Information-Retrieval-notebooks

Notebooks of practical projects of Information Retrieval Course at CE@AUT

Structure

Project 1

Implement boolean query for an IR system. (:link:)

Project 2

Improve IR system using TFIDF score and scoring documents (:link:)

Project 3

Using Elastic Search IR engine to make an IR system. this part has 4 notebooks:

1. Boolean Query using Elastic Search (:link:)
2. Similarity Modulation (:link:)
3. Spell Correction using n-grams (:link:)
4. Using word embedding and word2vec model to enhance IR system (:link:)

Assets

You can find models and datasets related to these notebooks in this link.