Re-sults show that TRMC2 outperforms all other approaches and achieves highest performance in terms of precision, recall, and F1-measure.
more important still is the fact that a simple learning strategy with some temporal lexicon (MC2 or TWnH) leads to improved results, when compared to some solution that does not take advantage of such a resource (UTTime, here).