Every verb in TroFi has at least one literal usage and one nonliteral usage, so there is no issue with the definition of recall as 100% when there are no literals or no nonliterals.
in the third experiment, we train the algorithm on the twenty-five new verbs that were not used by Birke and Sarkar (2006) and then we test it on the old verbs.