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Implicit Reasoning in Transformers: Bridging the Compositionality Gap in GPT-2-like Models

Venuto, Davide et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-language
Compositional generalization remains a persistent limitation of transformer language models: even when a model learns to combine known facts correctly in-distribution (ID), the same compositional mechanism may fail when applied to out-of-distribution (OOD) knowledge. We investigate this compositiona
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