As noted in the introduction, this binary representation is motivated by feature-based theories of lexical semantics (Katz and Fodor, 1963).
sUMEMBED We compare against the baseline described in § 3.3, which can be viewed as a reimplementation of the compositional model of Botha and Blunsom (2014).