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ResearchFormerly WizWand

Sentiment Analysis on MarSent (dev)

67.83AccuracyTpl-top-k
60.86262.67164.4866.289Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Tpl-top-kselection strategy=top-k, Zero-shot=true2024.0767.83
T-div-kselection strategy=div-k, Zero-shot=true2024.0766.38
T-top-kselection strategy=top-k, Zero-shot=true2024.0766.34
T-rand-kselection strategy=rand-k, Zero-shot=true2024.0766.22
Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.0766.13
T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.0765.81
Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.0765.77
SRC+GENEvaluation protocol=translate-train2024.0765.7
T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.0765.68
T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.0765.42
SRC+GENZero-shot=true2024.0765.38
Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.0765.16
Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.0764.25
SRCEvaluation protocol=translate-train2024.0764.17
SRCZero-shot=true2024.0763.7
Tpl-div-kselection strategy=div-k, Zero-shot=true2024.0763.13
GENZero-shot=true2024.0762.28
GENEvaluation protocol=translate-train2024.0761.13