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Proceedings of COLING 2012: Demonstration Papers, pages 1724, COLING 2012, Mumbai, December 2012. 17. Introduction. Keyphrase is a word or set of words that describe the close relationship of content and context in the document. Keyphrases are sometimes simple nouns or noun phrases (NPs) that represent the key ideas of the document i.e. topic.