面向文本的数值推理问题导向图注意力网络

Sep, 2020

面向文本的数值推理问题导向图注意力网络

Question Directed Graph Attention Network for Numerical Reasoning over Text

Kunlong Chen, Weidi Xu, Xingyi Cheng, Zou Xiaochuan, Yuyu Zhang...

TL;DR提出了一种异构图表示，驱动多步骤的基于问题的图注意力网络，用于完成机器阅读理解中的数字推理任务，具有自然语言理解和算术计算的双重要求。

Abstract

numerical reasoning over texts, such as addition, subtraction, sorting and counting, is a challenging machine reading comprehension task, since it requires both →