The majority of proposals are symbolic and therefore limited to a specific domain due to the large effort involved in hand-coding semantic information (see Lauer 1995 for an extensive overview).
the conceptbased model (see (7)) achieved an accuracy of 28% on this test set, whereas its lexicalized version reached an accuracy of 40% (see table 11).