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ResearchFormerly WizWand

Coreference Resolution on LitBank 1.0 (test)

81CoNLL F1longdoc
49.59257.74665.974.054Oct 6, 2020Jan 29, 2021May 25, 2021Sep 17, 2021Jan 11, 2022May 6, 2022Aug 30, 2022
Updated 8mo ago

Evaluation results

MethodLinks
longdocTraining=Joint + PS 60K, Speaker features (S)=true, Pseudo-singletons (PS)=60K2022.0881
longdocTraining=Joint, Speaker features (S)=true2022.0880.4
U-MEM2022.0880.2
longdocTraining=LB02022.0879.6
LB-MEMMemory cells=202022.0878.8
Thirukovalluru et al.2022.0878.4
LB-MEMMemory cells=102022.0877.9
RB-MEMMemory cells=202022.0877.1
Xia and Van Durme2022.0876.7
U-MEMMemory capacity=Unbounded2020.1076.5
Toshniwal et al.2022.0875.9
LB-MEMMemory capacity=20 cells2020.1075.1
LB-MEMMemory capacity=10 cells2020.1074.7
RB-MEMMemory capacity=20 cells2020.1074.4
LB-MEMMemory cells=52022.0873.8
RB-MEMMemory cells=102022.0871.6
LB-MEMMemory capacity=5 cells2020.1070.3
RB-MEMMemory capacity=10 cells2020.1069
Bamman et al.2020.1068.1
Bamman et al.2022.0868.1
RB-MEMMemory cells=52022.0863.5
longdocTraining=ON + PS 60K, Speaker features (S)=true, Pseudo-singletons (PS)=60K2022.0858.2
RB-MEMMemory capacity=5 cells2020.1057.8
longdocTraining=ON2022.0856.7
longdocTraining=ON, Speaker features (S)=true, Genre features (G)=true2022.0856.3
longdocTraining=ON, Speaker features (S)=true2022.0855.6
longdocTraining=PC2022.0850.8