A more recent focus has been on learning representations using weaker forms of supervision that require minimal amounts of manual annotation effort (Clarke et al., 2010;Liang et al., 2011;Krishnamurthy and Mitchell, 2012;Artzi and Zettlemoyer, 2013;Berant et al., 2013;Kushman et al., 2014).
these types of functional relations.