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In any natural language, each sentence contains a subject which triggers an emotion affecting the object in a certain way that can be positive, negative and even neutral at times. The words that imply the emotional states are referred to as Sentiment Words for the rest of this paper. Identifying Human Sentiments from various texts is quite a task itself, leaving alone their extraction. We have proposed...