Piyush Aggarwal

Product Development Intern

Adobe•  June 2018 - August 2018

Suggesting synonyms/antonyms for words in a documents using machine learning approach. Language used is Python and model used is word2vec which gives word embeddings(word vectors) of words in space and the embeddings which are closer to each other are contextually related to each other i.e, they can be synonyms or antonyms. To check whether they are antonyms or synonyms we pass the words through sentiment analyzer and if the sentiment is either positive or negative for both words then they are synonyms, otherwise antonyms.