The idea of bidirectional attention proposed in this work is similar to those applied in machine reading comprehension (Wang and Jiang, 2016;Seo et al., 2016;Xiong et al., 2016).
these previous works focus on capturing the interactions between two bodies of text, in this work, we focus on modeling the interactions between one body of text and a KB.