Before revision:  Our approach is also general to other annotation schemes, gaining 2\%-8 \% on MATRES, an extrinsic temporal relation benchmark.
After revision:  Our approach is also general to other annotation schemes, gaining 2\%-8 \% on MATRES, an explicit event benchmark.