Repo contains my homework assignment from information retrieval course. Here I learnt how to build and measure the performance of search engines.
Assignment_1
- Tokenizing using SpaCy
- POS tagging using SpaCy
- TF-IDF
- MAP
- NDGC
Assignment_2
- Index documents into pyserini
- Implement Pivoted Length Normalization
- Implement and Tune BM25
- Design Your Own Scoring Function
Assignment_3
- Intro to PyTerrier
- Learning To Rank
- Deep Learning