Circuit explained: How does a transformer perform compositional generalization.
Compositional generalization-the systematic combination of known components into novel structures-is fundamental to flexible human cognition, yet the mechanisms that enable it in neural networks remain poorly understood in both machine learning and cognitive science. [1] showed that a compact encode...
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| Autori principali: | , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Public Library of Science (PLoS)
2026-01-01
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| Serie: | PLoS ONE |
| Accesso online: | https://doi.org/10.1371/journal.pone.0340088 |
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