The application of original HAL to query expansion attempted to incorporate statistical word association information, but did not take into account the syntactical dependencies and had a high processing cost.
our work is in line with Pado and Lapata (2007) in constructing a semantic space with syntactic information, but builds our space from events, states and attributions as defined linguistically by Bach (1986).