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ResearchFormerly WizWand

Extractive Question Answering on SQuAD 20% coverage

99.04F1QA
27.779246.279664.7883.2804Sep 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
QASelection Strategy=QA, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0999.04
QA+CSelection Strategy=QA+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0998.76
QA+E+CSelection Strategy=QA+E+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0998.26
E+CSelection Strategy=E+C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0998.17
ESelection Strategy=E, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0992.48
QA+ESelection Strategy=QA+E, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0992.37
CSelection Strategy=C, Coverage=20%, Backbone=BERT-large, Domain=In-domain2022.0990.88
CSelection Strategy=C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0937.68
QA+E+CSelection Strategy=QA+E+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0937.64
QA+ESelection Strategy=QA+E, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0937.56
E+CSelection Strategy=E+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0937.43
ESelection Strategy=E, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0937.31
QA+CSelection Strategy=QA+C, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0936.07
QASelection Strategy=QA, Coverage=20%, Backbone=BERT-large, Domain=Out-of-domain2022.0930.52