The data confirm our intuition that temporal information is a strong constraint when detecting causal relations, with the BEFORE class having the most overlaps with CLINK and AFTER with CLINK-R.
for example, in the sentence "StatesWest Airlines withdrew T its offer to acquire Mesa Airlines because the farmington carrier did not respond S to its offer", the dependency parser identify because as the mark of acquire instead of withdrew.