Table 8 Deficiencies of active learning methods with and without integrating the prediction of named entities (NE) against GRO’13 dataset
Method | GRO’13 |
|---|---|
RS_Average | 1 |
AL(ConventionalCommittee_PAS) | 0.830 |
AL(ConventionalCommittee_PAS + NE) | 0.693 |
AL(Informativity_PAS) | 0.845 |
AL(Informativity_PAS + NE) | 0.589 |
AL(Informativity_Unigram) | 0.760 |
AL(Informativity_Unigram + NE) | 0.706 |