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Models/KBED

KBED

Reported on 8 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Entity DisambiguationonShadowLink-Top
Micro-F1· 2022-07-08
64.2
SOTA
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonShadowLink-Shadow
Micro-F1· 2022-07-08
47.6
SOTA
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonWNED-WIKI
Micro-F1· uses extra data· 2022-07-08
90.4
SOTA
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonACE2004
Micro-F1· uses extra data· 2022-07-08
93.4
SOTA
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonMSNBC
Micro-F1· uses extra data· 2022-07-08
94.8
best: 96.3 (confidence-order)
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonAIDA-CoNLL
In-KB Accuracy· uses extra data· 2022-07-08
90.4
best: 95 (confidence-order)
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonAQUAINT
Micro-F1· uses extra data· 2022-07-08
92.6
best: 93.5 (confidence-order)
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106
Entity DisambiguationonWNED-CWEB
Micro-F1· uses extra data· 2022-07-08
78.2
best: 79.4 (ReFinED)
Improving Entity Disambiguation by Reasoning over a Knowledge Base arXiv:2207.04106