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ResearchFormerly WizWand

Factoid Question Answering on History factoid QA (test)

94.9AccuracyNABoE-full
49.03660.94372.8584.757May 6, 2017Sep 24, 2017Feb 13, 2018Jul 5, 2018Nov 23, 2018Apr 14, 2019Sep 3, 2019
Updated 8mo ago

Evaluation results

MethodLinks
NABoE-fullvariant=full2019.0994.9
NTEE2017.0594.7
NTEE2019.0994.7
NABoE-entityvariant=entity2019.0994.1
NABoE-entityvariant=entity, ablation=without embeddings2019.0994.1
NABoE-fullvariant=full, entity_linker=TAGME2019.0994.1
NABoE-fullvariant=full, entity_linker=Wikifier2019.0993.5
NABoE-entityvariant=entity, entity_linker=Wikifier, ablation=without embeddings2019.0993.4
NABoE-entityvariant=entity, entity_linker=TAGME, ablation=without embeddings2019.0993.2
NABoE-entityvariant=entity, entity_linker=Wikifier2019.0993
NABoE-entityvariant=entity, entity_linker=TAGME2019.0993
NABoE-entityvariant=entity, entity_linker=Wikifier, ablation=without attention2019.0992.4
NABoE-entityvariant=entity, entity_linker=TAGME, ablation=without attention2019.0992.2
Fixed NTEEmode=Fixed2017.0590
SWEM-concat2019.0990
FTS-BRNN2017.0588.1
FTS-BRNN2019.0988.1
SG-proj2017.0586.5
SG-proj-dbp2017.0586.5
NABoE-entityvariant=entity, ablation=without attention2019.0984.5
QANTA-fullconfiguration=full2017.0573.7
QANTA2017.0565.8
BOW-DT2017.0560.9
BOW2017.0550.8
BoW2019.0950.8