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@author Aakash Pydi In this project, I replicated the key results from the paper, "A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles" (Pujari, Rajkumar. Desai, Swara. Ganguly, Niloy. Goyal, Pawan) Link: http://www.aclweb.org/anthology/W14-3704 The project entails using a combination of the Naive Bayes classifier and the Hyperlink-Induced Topic Search algorithm to carry out fact/opinion classification of sentences in a given corpus.