Recent results have shown that symbolic noun compound interpretation systems using machine learning techniques coupled with a large lexical hierarchy perform with very good accuracy, but they are most of the time tailored to a specific domain (Rosario and Hearst, 2001).
this specialization procedure improves the system's performance since it efficiently separates the positive and negative noun-noun pairs in the WordNet hierarchy.