(2013) learns lexicons by aligning Freebase 2 predicates with relations from ClueWeb 3 , and then the alignments are used as lexicons.
the lexicon coverage of these alignment-based methods highly depends on entity co-occurrences, and they mostly can only learn predicates which indicating relations between entities.