Table 1 F1 scores from prototypical network and SetFit.
From: Enhancing counterfactual detection in multilingual contexts using a few shot clue phrase approach
Three way-three shot | ||||||
|---|---|---|---|---|---|---|
Train-data | Prototypical network | SetFit | ||||
en-f1 | de-f1 | jp-f1 | en-f1 | de-f1 | jp-f1 | |
EN | 0.28 | 0.39 | 0.18 | 0.27 | 0.53 | 0.19 |
DE | 0.2 | 0.57 | 0.22 | 0.28 | 0.57 | 0.22 |
JP | 0.12 | 0.37 | 0.13 | 0.23 | 0.79 | 0.19 |
EN-DE | 0.09 | 0.4 | 0.14 | 0.29 | 0.61 | 0.15 |
EN-JP | 0.2 | 0.6 | 0.15 | 0.24 | 0.69 | 0.20 |
DE-JP | 0.24 | 0.4 | 0.4 | 0.27 | 0.70 | 0.19 |
all | 0.24 | 0.6 | 0.4 | 0.26 | 0.69 | 0.21 |
