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ResearchFormerly WizWand

Sentiment Analysis on MR few-shot zero-shot

88AccuracyRETROPROMPT
48.4858.746979.26May 29, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RETROPROMPTshots=162022.0588
RETROPROMPTshots=42022.0587.4
LM-BFFshots=16, demonstration_type=manual2022.0587
KPTshots=16, extra_knowledge=true2022.0586.8
LM-BFFshots=16, demonstration_type=discrete2022.0586.6
LM-BFFshots=4, demonstration_type=discrete2022.0585.5
LM-BFFshots=4, demonstration_type=manual2022.0585.2
RETROPROMPTshots=02022.0583.5
KPTshots=4, extra_knowledge=true2022.0583.4
KPTshots=0, extra_knowledge=true2022.0581.9
LOTClassshots=0, training_on_unlabeled=true2022.0581.7
LM-BFFshots=0, demonstration_type=discrete2022.0580.7
LM-BFFshots=0, demonstration_type=manual2022.0580.3
Fine-Tuningshots=162022.0576.9
Fine-Tuningshots=42022.0557.6
Fine-Tuningshots=02022.0550