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Melisa Civelekoğlu

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#artificial intelligence Preprint Aug 2026

TPR-Attention for Combinatorial Generalization

This work introduces a new architectural component that embeds structured inductive bias into deep learning: an attention mechanism operating over tensor-product representations (TPRs) that outperforms existing architectural components in combinatorial generalization.

Melisa Civelekoğlu, Isabeau Prémont-Schwarz · 0 citations