As predicted, we can alleviate this problem by using a dependency parser.
the accu-racy of the state-of-the-art Japanese dependency parser is not very high, specifically about 92% for news paper articles (Yoshinaga and Kitsuregawa, 2014), and thus, inappropriate examples would be extracted even if we used one.