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ResearchFormerly WizWand

Aspect term-polarity pair extraction on Twitter ST (test)

51.37F1 ScoreDOER
31.131636.385841.6446.8942Jun 5, 2019
Updated 8mo ago

Evaluation results

MethodLinks
DOERApproach category=Joint (Ours)2019.0651.37
S-BiReGU+CSU+AuSApproach category=Joint (Ours)2019.0651.13
S-BiReGU+CSU+AuLApproach category=Joint (Ours)2019.0651.06
S-BiReGU+CSUApproach category=Joint (Ours)2019.0649.89
E2E-TBSAApproach category=Collapsed Baselines2019.0649.13
S-BiReGUApproach category=Joint (Ours)2019.0649.11
S-BILSTMApproach category=Joint (Ours)2019.0648.94
DE-CNN+TNetApproach category=Pipeline Baselines2019.0648.74
LM-LSTM-CRFApproach category=Collapsed Baselines2019.0648.46
LSTM+CRF-CNNcApproach category=Collapsed Baselines2019.0647.35
LSTM+CRF-LSTMcApproach category=Collapsed Baselines2019.0646.57
Sentiment-ScopeApproach category=Collapsed Baselines2019.0645.91
NN+CRF-collapsedApproach category=Collapsed Baselines2019.0645.52
NN+CRF-pipelineApproach category=Pipeline Baselines2019.0645.08
NN+CRF-jointApproach category=Joint Baselines2019.0644.69
CRF-jointApproach category=Joint Baselines2019.0632.42
CRF-collapsedApproach category=Collapsed Baselines2019.0632
CRF-pipelineApproach category=Pipeline Baselines2019.0631.91