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Reading Comprehension (RC) Systems are to understand a given text and return answers in response to questions about the text. Reading Comprehension can be viewed as single document question answering system. Machine reading comprehension becomes more vital to get the required information in no time. Many researchers are working in the area of machine reading comprehension since 1990s. Maturity of Natural Language Processing and AI has lead to the research in machine reading comprehension. Mainfatcat:5d2cci72yzfbbemip5ed5t7dgq