These architectures are encoder-decoder architectures where the encoder extracts three different sets of features: task, task group, and task universe features, and the decoder produces desired outputs based on feature representations.
the first one ( Figure 1) is a parallel MTL architecture where task, task group, and task universe features are encoded in parallel and then concatenated to produce a composite representation.