Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder

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Some news headlines mislead readers with overrated or false information, and identifying them in advance will better assist readers in choosing proper news stories to consume. This research introduces million-scale pairs of news headline and body text dataset with incongruity label, which can uniquely be utilized for detecting news storie...More