Our implementation uses the same set of features as <cite>MacCartney et al. (2008)</cite> with some minor changes: we use a shallow parser (Daumé and Marcu, 2005) for detecting constituents and employ only string similarity and WordNet for determining semantic relatedness, forgoing NomBank and the distributional similarity resources used in the original MANLI implementation.