Sentiment Classification on CLS
68.2Accuracy (de)Random Prompting
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Random PromptingBackbone=XGLM 7.5B, Source Language=en2023.05 | 68.2 | — | 41.2 | 60.9 | — | |
| Semantic AlignmentBackbone=XGLM 7.5B, Source Language=en2023.05 | 67.7 | — | 50.5 | 69.1 | — | |
| Task AlignmentBackbone=XGLM 7.5B, Source Language=en2023.05 | 62 | — | 69.6 | 75.2 | — | |
| X-InSTABackbone=XGLM 7.5B, Source Language=en2023.05 | 58.8 | — | 77.8 | 79.4 | — | |
| Semantic AlignmentBackbone=XGLM 7.5B, Source Language=fr2023.05 | 57.2 | 74.6 | — | 74.3 | — | |
| Random PromptingBackbone=XGLM 7.5B, Source Language=fr2023.05 | 54.5 | 69.4 | — | 66.6 | — | |
| Semantic AlignmentBackbone=XGLM 7.5B, Source Language=AVG2023.05 | 53.1 | 62.1 | 54.3 | 69.7 | — | |
| Random PromptingBackbone=XGLM 7.5B, Source Language=AVG2023.05 | 52.4 | 60.2 | 49.5 | 63.1 | — | |
| X-InSTABackbone=XGLM 7.5B, Source Language=fr2023.05 | 52.4 | 82.1 | — | 83.4 | — | |
| Task AlignmentBackbone=XGLM 7.5B, Source Language=fr2023.05 | 51.1 | 78.2 | — | 82.4 | — | |
| Task AlignmentBackbone=XGLM 7.5B, Source Language=AVG2023.05 | 49 | 68.6 | 71.1 | 77.6 | — | |
| X-InSTABackbone=XGLM 7.5B, Source Language=AVG2023.05 | 48.3 | 71.5 | 75.7 | 80.3 | — | |
| Random PromptingBackbone=XGLM 7.5B, Source Language=ja2023.05 | 34.4 | 59.5 | 47.5 | — | — | |
| Semantic AlignmentBackbone=XGLM 7.5B, Source Language=ja2023.05 | 34.4 | 61.7 | 48.1 | — | — | |
| Task AlignmentBackbone=XGLM 7.5B, Source Language=ja2023.05 | 33.9 | 65.8 | 69.7 | — | — | |
| X-InSTABackbone=XGLM 7.5B, Source Language=ja2023.05 | 33.9 | 70.1 | 70.5 | — | — | |
| Random PromptingBackbone=XGLM 7.5B, Source Language=de2023.05 | — | 51.7 | 59.7 | 61.8 | — | |
| Semantic AlignmentBackbone=XGLM 7.5B, Source Language=de2023.05 | — | 50.2 | 64.3 | 65.7 | — | |
| Task AlignmentBackbone=XGLM 7.5B, Source Language=de2023.05 | — | 61.8 | 74.1 | 75.3 | — | |
| X-InSTABackbone=XGLM 7.5B, Source Language=de2023.05 | — | 62.2 | 78.8 | 77.9 | — |