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ResearchFormerly WizWand

Weakly Supervised Text Classification on ProfTeacher 99 LFs (test)

90.65F1Ground truth
72.647677.321381.99586.6687Jul 5, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Ground truthtraining_data=true training labels2021.0790.65
WeaSEL2021.0786.98
Majority vote2021.0785.44
Snorkel2021.0785.12
WeaSEL-randomencoder=randomly initialized2021.0783.47
Triplet-Mean2021.0782.58
Triplet2021.0774.43
Sup. (Val. set)training_data=labeled validation set2021.0773.34