2 We believe that annotating and classifying citing sentences (as opposed to citations) is not specific enough for tasks like IR and bibliometrics.
in addition to adding new syntactic features (POS-pattern k , see above), they tested ensemble-style self-training to overcome the problem of limited annotated data.