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ResearchFormerly WizWand

Nested Mention Detection on GENIA (test)

79.8PrecisionLH
72.83274.64176.4578.259Jun 10, 2019
Updated 8mo ago

Evaluation results

MethodLinks
LHTime Complexity=O(mn)2019.0679.868.273.6
Cascaded-CRF2019.0678.571.374.7
TransitionTime Complexity=O(mn)2019.067870.273.9
SHmax mention length (c)=n, Time Complexity=O(mn²)2019.067773.375.1
SHmax mention length (c)=6, Time Complexity=O(cmn)2019.0676.871.874.2
Anchor-Region Networksmax mention length (c)=n, Time Complexity=O(mn+nk)2019.0675.873.974.8
FOFEmax mention length (c)=6, Time Complexity=O(mn²)2019.0675.467.871.4
LSTM-CRFTime Complexity=O(mn)2019.0675.264.669.5
Anchor-Region Networksmax mention length (c)=6, Time Complexity=O(mn+ck)2019.0675.273.374.2
FOFEmax mention length (c)=n, Time Complexity=O(mn²)2019.067465.569.5
Multi-CRFTime Complexity=O(mn)2019.0673.164.968.8