Due to scarcer annotated data, the pure data-driven baseline method (TACOLM) falls behind the statistical learning one (i.e. StructLR) with comprehensively designed features.
our model successfully complements the insufficient supervision signals, partly by incorporating linguistic and commonsense knowledge.