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ResearchFormerly WizWand

Natural Language Inference on XNLI Sw (test)

65.34AccuracyTpl-div-k
55.054457.724760.39563.0653Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.0765.34
SRC+GENEvaluation protocol=translate-train2024.0764.3
Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.0764.11
T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.0764.1
Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.0763.78
SRC+GENZero-shot=true2024.0763.64
T-top-kselection strategy=top-k, Zero-shot=true2024.0762.94
T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.0762.9
Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.0762.49
Tpl-div-kselection strategy=div-k, Zero-shot=true2024.0761.86
T-div-kselection strategy=div-k, Zero-shot=true2024.0761.51
Tpl-top-kselection strategy=top-k, Zero-shot=true2024.0761.18
T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.0760.97
T-rand-kselection strategy=rand-k, Zero-shot=true2024.0759.49
SRCEvaluation protocol=translate-train2024.0758.54
GENEvaluation protocol=translate-train2024.0756.23
GENZero-shot=true2024.0756.17
SRCZero-shot=true2024.0755.45