When can transformers reason with abstract symbols?

When can transformers reason with abstract symbols?

Transformer Models for Relational Reasoning

We explore the capabilities of transformer models in solving relational reasoning tasks. These models are trained on abstract relations and can generalize to new data, even with symbols not seen during training.

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