On the one hand, incorrect dependency paths between entity pairs can propagate to relation classification in <cite>Miwa and Bansal (2016)</cite> , because these paths rely on explicit discrete outputs from a syntactic parser. Our method can avoid the problem since we do not compute parser outputs.