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Table 3: 

The average and standard deviation of model prediction f-score on the GoEmotions dataset, evaluated across 5 iterations using the pre-defined train-test splits in the dataset.

Full Dataset (|A| = 82)Subset (|A| = 53)
Emotion Baseline Multi-task Baseline Multi-task 
Anger 40.38 ± 4.4 39.01± 6.4 41.95± 6.1 42.75 ± 4.4 
Disgust 38.79 ± 3.9 38.31± 1.9 37.72 ± 2.0 35.77± 2.0 
Fear 58.96 ± 5.0 54.97± 6.1 57.68± 3.7 58.58 ± 2.3 
Joy 47.80± 2.2 49.53 ± 3.6 47.45 ± 3.1 46.26± 1.2 
Sadness 49.22± 5.2 50.36 ± 3.2 47.55± 5.4 48.00 ± 3.4 
Surprise 40.96 ± 2.9 38.97± 3.6 39.44± 5.7 40.22 ± 2.2 
Full Dataset (|A| = 82)Subset (|A| = 53)
Emotion Baseline Multi-task Baseline Multi-task 
Anger 40.38 ± 4.4 39.01± 6.4 41.95± 6.1 42.75 ± 4.4 
Disgust 38.79 ± 3.9 38.31± 1.9 37.72 ± 2.0 35.77± 2.0 
Fear 58.96 ± 5.0 54.97± 6.1 57.68± 3.7 58.58 ± 2.3 
Joy 47.80± 2.2 49.53 ± 3.6 47.45 ± 3.1 46.26± 1.2 
Sadness 49.22± 5.2 50.36 ± 3.2 47.55± 5.4 48.00 ± 3.4 
Surprise 40.96 ± 2.9 38.97± 3.6 39.44± 5.7 40.22 ± 2.2 
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