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ResearchFormerly WizWand

Relation Extraction on ACE out-of-domain cts 2005 (test)

74.53PrecisionBaseline + FCM
57.546861.955966.36570.7741May 10, 2015Jun 11, 2015Jul 13, 2015Aug 14, 2015Sep 15, 2015Oct 17, 2015Nov 18, 2015
Updated 8mo ago

Evaluation results

MethodLinks
Baseline + FCMFeatures=ST2015.0574.5345.0156.12
Hybrid FCMArchitecture=Hybrid compositional embedding model2015.1174.5345.0156.12
BaselineFeatures=ST2015.0574.3240.2652.23
Log-LinearSystem Type=Separate System2015.1173.6241.5753.14
Baseline + HeadOnlyFeatures=ST2015.0571.1643.2153.77
VOTE-BIDIRECTSystem Type=Hybrid-Voting System2015.1166.7449.9257.12
BIDIRECTSystem Type=Separate System2015.1166.1549.2656.47
CNNSystem Type=Separate System2015.1165.9248.1255.63
VOTE-BACKWARDSystem Type=Hybrid-Voting System2015.1165.9152.2158.26
FCM onlyFeatures=ST2015.0565.6244.3552.93
FCMArchitecture=Feature-rich compositional embedding model2015.1165.6244.3552.93
STACK-FORWARDSystem Type=Hybrid-Voting System2015.1163.5851.7257.04
FORWARDSystem Type=Separate System2015.1160.1250.5754.93
BACKWARDSystem Type=Separate System2015.1158.254.0156.03