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Dialogue commonsense evaluation on DECO (test)

0.3Pearson CorrelationACCENT
-0.1784-0.05420.070.1942May 12, 2023

Evaluation results

MethodLinks
ACCENTbackbone=T5-base, training_data=DECO training set2023.050.30.3
Cross-encoderbackbone=COMET, training_data=DECO training set2023.050.170.17
Cross-encodertraining_data=DECO training set2023.050.150.15
MLP Regressorfeatures=DialoGPT + ConceptNet, training_data=DECO training set2023.050.110.01
FED-understandabletype=off-the-shelf2023.05-0.12-0.07
FED-appropriatetype=off-the-shelf2023.05-0.16-0.1