Information retrival models using Inverted Index

Information Retrieval Models

Implementations of Unigram language modeling with smoothing, Document ranking using probabilistic retrieval, and Zipf’s law and cross-entropy evaluation

Using Apache Lucene to index documents in AP89 corpus, perform retrieval on TREC topics and evaluate the performance of retrieval algorithms using different evaluation metrics