We considered using dynamic stemming for verb-noun relations such as the hibernation case but research has shown that stemming hurts as many queries as it helps (Bilotti, Katz, and Lin 2004).
we experimented with a number of different semantic resources, namely, the nominalization dictionary Nomlex (Meyers et al.