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ResearchFormerly WizWand

Sentiment Analysis on HinProd (test)

69AccuracyT-top-k
5659.37562.7566.125Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
T-top-kselection strategy=top-k, Zero-shot=true2024.0769
T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.0768.8
T-div-kselection strategy=div-k, Zero-shot=true2024.0768.04
T-rand-kselection strategy=rand-k, Zero-shot=true2024.0767.56
T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.0766.83
SRCZero-shot=true2024.0763.48
SRC+GENZero-shot=true2024.0763.16
T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.0762.68
SRC+GENEvaluation protocol=translate-train2024.0761.67
GENZero-shot=true2024.0761.38
Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.0760.71
Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.0760.61
Tpl-div-kselection strategy=div-k, Zero-shot=true2024.0759.85
GENEvaluation protocol=translate-train2024.0759.43
Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.0759.27
Tpl-top-kselection strategy=top-k, Zero-shot=true2024.0758.67
SRCEvaluation protocol=translate-train2024.0757.94
Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.0756.5