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ResearchFormerly WizWand

Entity Disambiguation on AQUAINT (test)

93.5Micro F1LUKE
-3.3676821.7806646.92972.07734Sep 1, 2019Nov 25, 2019Feb 18, 2020May 14, 2020Aug 7, 2020Oct 31, 2020Jan 25, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LUKEfine-tuning=none, ordering=confidence-order2019.0993.5
LUKEfine-tuning=none, ordering=natural-order2019.0992.9
LUKEfine-tuning=none, ordering=local2019.0991.9
Barba et al.2019.0991.6
LUKEfine-tuning=CoNLL dataset, ordering=confidence-order2019.0991.5
LUKEfine-tuning=CoNLL dataset, ordering=natural-order2019.0990.9
LUKEfine-tuning=CoNLL dataset, ordering=local2019.0990.8
Yang et al.year=20182019.0989.9
Cao et al.2019.0989.9
Ganea and Hofmann2019.0988.5
Le and Titov2019.0988.3
Yang et al.year=20192019.0988.3
Fang et al.2019.0987.5
CHOLANTraining Dataset=CONLL-AIDA, Candidate Generation=Falcon2021.010.768
CHOLAN-Wiki+ DCATraining Dataset=CONLL-AIDA, Candidate Generation=DCA2021.010.759
CHOLAN-Wiki+ FCTraining Dataset=CONLL-AIDA, Candidate Generation=Falcon2021.010.7
Mendes et al. 2011Training Dataset=CONLL-AIDA2021.010.452
Kolitsas et al. 2018Training Dataset=CONLL-AIDA2021.010.404
Steinmetz and Sack 2013Training Dataset=CONLL-AIDA2021.010.359
Moro et al. 2014Training Dataset=CONLL-AIDA2021.010.358