Paper: Aminul Islam and Diana Inkpen, Semantic Text Similarity Using Corpus-Based Word Similarity and String Similarity, University of Ottawa. 2008
The algorithm in the above paper is implemented. Algortihm for semantic similarity -> Second Order Co-occurence Point Mutual Index (SOC-PMI)
demo: python main.py (open the file and make changes into input statements)