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ResearchFormerly WizWand

Aspect term-polarity pair extraction on Restaurant (D_R)

0.8032PrecisionDOER
0.6817280.7132640.74480.776336Sep 22, 2020
Updated 8mo ago

Evaluation results

MethodLinks
DOER2020.090.80320.66540.7278
SPANLargeBackbone=BERT-Large2020.090.76140.73740.7492
GRACE2020.090.75950.80310.7807
GRACEvirtual adversarial training=false2020.090.75750.79970.778
GRACEgradient harmonized loss=false2020.090.75160.78660.7687
GRACEpost-training on BERT-Base=false2020.090.73280.76530.7487
BERT-E2E-ABSA2020.090.72920.76720.7472
SPANBaseBackbone=BERT-Base2020.090.71220.71910.7157
E2E-TBSA2020.090.68640.71010.698