4 Experiment Set-Up Lexical Semantic Relations As described in Section 3.1, to incorporate external knowledge (as a knowledge vector r ij ) to the state-of-theart neural network-based NLI models, we first explore semantic relations in WordNet (Miller, 1995), motivated by MacCartney (2009).
the relations of lexical pairs are derived as described in (1)-(4) below.