Other cited work using the DSTC2 dataset <cite>(Bordes and Weston, 2016</cite>; Liu and Perez, 2016; Seo et al., 2016) implement similar mechanisms whereby they expand the feature representations of candidate system responses based on whether there is lexical entity class matching with provided dialogue context.