Task connectivity in graph-structured multi-task environments enhances generalization and stability, with stronger benefits for attention models than MLPs.
Sparks of cognitive flexibility: self-guided context inference for flexible stimulus-response mapping by attentional routing
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Attention to task structure for cognitive flexibility
Task connectivity in graph-structured multi-task environments enhances generalization and stability, with stronger benefits for attention models than MLPs.