Sentiment Analysis on MarSent (test)
68.01AccuracyTpl-top-k
Evaluation Results
| Method | Links | |
|---|---|---|
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 68.01 | |
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 66.54 | |
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 66.53 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 66.12 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 66.06 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 66.02 | |
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 65.99 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 65.91 | |
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 65.45 | |
| SRC+GENZero-shot=true2024.07 | 65.42 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 65.29 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 65.05 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 64.34 | |
| SRCEvaluation protocol=translate-train2024.07 | 63.56 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 63.18 | |
| SRCZero-shot=true2024.07 | 62.96 | |
| GENZero-shot=true2024.07 | 62.66 | |
| GENEvaluation protocol=translate-train2024.07 | 61.64 |