Web: http://arxiv.org/abs/2209.07692

Sept. 19, 2022, 1:15 a.m. | Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu

cs.CL updates on arXiv.org arxiv.org

In the real-world question answering scenarios, hybrid form combining both
tabular and textual contents has attracted more and more attention, among which
numerical reasoning problem is one of the most typical and challenging
problems. Existing methods usually adopt encoder-decoder framework to represent
hybrid contents and generate answers. However, it can not capture the rich
relationship among numerical value, table schema, and text information on the
encoder side. The decoder uses a simple predefined operator classifier which is
not flexible enough …

arxiv encoder graph graph-based hybrid numerical reasoning text tree

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