Unlocking Out-of-Distribution Generalization in Transformers via Recursive Latent Space Reasoning

Awni Altabaa, Siyu Chen, John Lafferty +1

Systematic, compositional generalization beyond the training distribution remains a core challenge in machine learning -- and a critical bottleneck for the emergent reasoning abili…