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Extractive Question Answering on NewsQA

59.7F1 ScoreOLTQA
16.602427.791238.9850.1688May 11, 2023

Evaluation results

MethodLinks
OLTQAAblation=without Pm2023.0559.7
OLTQARe-ranker=excluded2023.0559.49
Hyperformer++2023.0559.45
OLTQAConfiguration=Full2023.0559.41
OLTQARetriever=BM252023.0559.2
OLTQARetriever=EPR2023.0558.99
OLTQAKnowledge Distillation=without MKD2023.0558.88
OLTQAAblation=without Pk2023.0558.87
OLTQAKnowledge Distillation=Back KD2023.0558.87
OLTQAKnowledge Distillation=Static MKD2023.0558.83
Muppet2023.0558.11
UnifiedQA2023.0557.48
ProQA2023.0549.93
EPR2023.0518.26