These 'inductive' approaches have achieved respectable accuracy (60-70 F-measure against a dictionary) and are more portable than earlier methods.
their ability to improve in accuracy is limited by their inability to incorporate information beyond the GR co-occurrences and heuristics that identify candidate SCFs on a per-sentence basis.