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Entity Linking on AIDA-CoNLL Wikipedia 2019 (test)
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85.5
Micro-F1
Ours
40.572
52.236
63.9
75.564
Sep 8, 2021
Micro-F1
Updated 4d ago
Evaluation Results
Method
Method
Links
Micro-F1
Ours
Knowledge Base=Wikiped...
2021.09
85.5
Ours (Ablation: Beam Search w/ candidates)
Search Strategy=Beam S...
2021.09
84.9
De Cao et al.
Knowledge Base=Wikiped...
2021.09
83.7
Kannan Ravi et al.
Knowledge Base=Wikiped...
2021.09
83.1
Kolitsas et al.
Knowledge Base=Wikiped...
2021.09
82.4
Martins et al.
Knowledge Base=Wikiped...
2021.09
81.9
Ours (Ablation: Classifier score only)
Scoring Component=Clas...
2021.09
81.7
Ours (Ablation: LM score only)
Scoring Component=LM s...
2021.09
81.5
van Hulst et al.
Knowledge Base=Wikiped...
2021.09
80.5
Broscheit
Knowledge Base=Wikiped...
2021.09
79.3
Févry et al.
Knowledge Base=Wikiped...
2021.09
76.7
Peters et al.
Knowledge Base=Wikiped...
2021.09
73.7
Piccinno and Ferragina
Knowledge Base=Wikiped...
2021.09
73
Hoffart et al.
Knowledge Base=Wikiped...
2021.09
72.8
Daiber et al.
Knowledge Base=Wikiped...
2021.09
57.8
Ours (Ablation: Beam Search w/o candidates)
Search Strategy=Beam S...
2021.09
49.4
Moro et al.
Knowledge Base=Wikiped...
2021.09
48.5
Steinmetz and Sack
Knowledge Base=Wikiped...
2021.09
42.3
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