The line of work on probabilistic tree-edit distance models bears a strong connection to this work (McCallum et al., 2005;Bernard et al., 2008;Wang and Manning, 2010;Emms, 2012).
our pFSM model and the log-linear parameterization were inspired by Wang and Manning (2010).