0.93 0.94 0.93 0.93 0.93 0.92 0.95 0.93 0.94 0.94 0.93 0.94 0.94 0.95 0.97
0.96 0.93 0.97 0.97 0.97 0.97 0.94 0.97 0.96 0.93 0.96 0.93 0.93 0.94 0.94 0.92
0.96 0.95 0.96 0.96 0.96 0.96 0.96 0.96 0.97 0.95 0.97 0.94 0.94 0.96 0.96 0.93 0.96
0.96 0.97 0.95 0.95 0.94 0.94 1 0.96 0.96 0.97 0.95 0.97 0.97 1 0.96 0.95 0.94 0.96
0.92 0.93 0.92 0.92 0.92 0.91 0.94 0.92 0.93 0.93 0.92 0.94 0.94 0.94 0.97 1 0.9 0.92 0.94
0.94 0.92 0.95 0.95 0.95 0.95 0.92 0.94 0.94 0.92 0.95 0.91 0.91 0.92 0.92 0.89 0.95 0.96 0.92 0.88
0.95 0.99 0.95 0.95 0.95 0.95 0.97 0.95 0.96 0.99 0.97 0.99 0.99 0.97 0.95 0.95 0.94 0.95 0.97 0.94 0.92
0.96 0.95 0.97 0.97 0.97 0.97 0.95 0.97 0.97 0.95 0.97 0.94 0.94 0.95 0.95 0.92 0.97 0.98 0.95 0.91 0.99 0.95
0.95 0.97 0.96 0.96 0.96 0.95 0.96 0.94 0.95 0.97 0.97 0.96 0.96 0.95 0.95 0.93 0.94 0.97 0.95 0.93 0.95 0.97 0.97
0.90
0.92
0.94
0.96
0.98
1.00
Figure 3: Cosine similarity between tasks’ data. Ninety random samples per task’s data are embedded using the
multilingual-e5-small model. The embeddings of each task’s data sample are averaged. The similarity between each
dataset is then calculated using cosine similarity as in (Muennighoff et al., 2022).
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