Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

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Abstract:

The nonliteral interpretation of a text is hard to be understood by machine models due to its high context-sensitivity and heavy usage of figurative language. In this study, inspired by human reading comprehension, we propose a novel, simple, and effective deep neural framework, called Skim and Intensive Reading Model (SIRM), for figuri...More

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