Matching Article Pairs with Graphical Decomposition and Convolutions

ACL 2019 Bang LiuDi NiuHaojie WeiJinghong LinYancheng HeKunfeng LaiYu Xu

Identifying the relationship between two articles, e.g., whether two articles published from different sources describe the same breaking news, is critical to many document understanding tasks. Existing approaches for modeling and matching sentence pairs do not perform well in matching longer documents, which embody more complex interactions between the enclosed entities than a sentence does... (read more)

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