Inductive Logic Programming (ILP) has been applied to some natural language processing tasks, including parsing (Mooney, 1997), POS disambiguation (Cussens, 1996), lexicon construction (Claveau et al., 2003), WSD (Specia et al., 2007), and so on.
to our knowledge, our work is the first effort to adopt this technique for the coreference resolution task.