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ResearchFormerly WizWand

Sentiment Analysis on HinProd (dev)

68.65AccuracyT-top-k
53.393257.354161.31565.2759Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.0768.65
T-top-kselection strategy=top-k, Zero-shot=true2024.0766.96
T-div-kselection strategy=div-k, Zero-shot=true2024.0766.25
T-rand-kselection strategy=rand-k, Zero-shot=true2024.0766.03
T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.0765.55
SRC+GENZero-shot=true2024.0765.14
SRC+GENEvaluation protocol=translate-train2024.0762.11
T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.0762.11
SRCZero-shot=true2024.0761.95
GENZero-shot=true2024.0760.96
Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.0760.77
Tpl-div-kselection strategy=div-k, Zero-shot=true2024.0760.77
Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.0759.66
GENEvaluation protocol=translate-train2024.0758.86
Tpl-top-kselection strategy=top-k, Zero-shot=true2024.0758.29
Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.0758.06
SRCEvaluation protocol=translate-train2024.0756.98
Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.0753.98