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ResearchFormerly WizWand

Sentiment Analysis on MarSent (test)

68.01AccuracyTpl-top-k
61.385263.105164.82566.5449Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Tpl-top-kselection strategy=top-k, Zero-shot=true2024.0768.01
T-top-kselection strategy=top-k, Zero-shot=true2024.0766.54
T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.0766.53
T-div-kselection strategy=div-k, Zero-shot=true2024.0766.12
T-rand-kselection strategy=rand-k, Zero-shot=true2024.0766.06
Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.0766.02
T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.0765.99
SRC+GENEvaluation protocol=translate-train2024.0765.91
Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.0765.45
SRC+GENZero-shot=true2024.0765.42
T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.0765.29
Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.0765.05
Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.0764.34
SRCEvaluation protocol=translate-train2024.0763.56
Tpl-div-kselection strategy=div-k, Zero-shot=true2024.0763.18
SRCZero-shot=true2024.0762.96
GENZero-shot=true2024.0762.66
GENEvaluation protocol=translate-train2024.0761.64