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(topic, seed) selected by val F1 macro:| Group | Accuracy | P (macro) | R (macro) | F1 (macro) | P (sarcastic) | R (sarcastic) | F1 (sarcastic) |
|---|---|---|---|---|---|---|---|
| en-AU_Reddit | 75.27 ± 1.23 | 74.90 ± 1.03 | 75.24 ± 0.92 | 74.86 ± 1.09 | 68.97 ± 2.81 | 75.05 ± 3.92 | 71.77 ± 1.04 |
| en-IN_Reddit | 86.78 ± 0.24 | 73.37 ± 27.49 | 50.97 ± 0.88 | 48.33 ± 1.77 | 60.00 ± 54.77 | 1.94 ± 1.77 | 3.75 ± 3.42 |
| en-UK_Reddit | 75.32 ± 5.34 | 60.68 ± 18.46 | 52.67 ± 3.94 | 48.70 ± 5.17 | 42.10 ± 36.99 | 12.26 ± 20.33 | 12.26 ± 15.12 |
| ALL Sarcasm (combined) | 79.12 ± 6.33 | 69.65 ± 18.90 | 59.63 ± 11.66 | 57.30 ± 13.19 | 57.02 ± 37.20 | 29.75 ± 35.24 | 29.26 ± 32.40 |