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Classification on Crowdflower political bias (test)

76.8AccuracyNo BERT baseline
75.13675.5687676.432Feb 2, 2019

Evaluation results

MethodLinks
No BERT baseline2019.0276.8
BERT_BASE Variable FTBackbone=BERT_BASE, Evaluation Protocol=Variable Fine-tuning, Total number of parameters=9.9x, Trained parameters per task=52.9%2019.0276.5
BERT_BASE AdaptersBackbone=BERT_BASE, Evaluation Protocol=Adapter-tuning, Total number of parameters=1.19x, Trained parameters per task=1.14%2019.0275.9
BERT_BASE Fine-tuneBackbone=BERT_BASE, Evaluation Protocol=Fine-tuning, Total number of parameters=17x, Trained parameters per task=100%2019.0275.2