Weakly Supervised Text Classification on ProfTeacher 99 LFs (test)
90.65F1Ground truth
Evaluation Results
| Method | Links | |
|---|---|---|
| Ground truthtraining_data=true training labels2021.07 | 90.65 | |
| WeaSEL2021.07 | 86.98 | |
| Majority vote2021.07 | 85.44 | |
| Snorkel2021.07 | 85.12 | |
| WeaSEL-randomencoder=randomly initialized2021.07 | 83.47 | |
| Triplet-Mean2021.07 | 82.58 | |
| Triplet2021.07 | 74.43 | |
| Sup. (Val. set)training_data=labeled validation set2021.07 | 73.34 |