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cs.AI2026
Deductive Logic in Language Models: Horizontal vs Vertical Reasoning
Davide Maltoni, Matteo Ferrara
Recent language models exhibit significant logical reasoning abilities, yet the mechanisms supporting deductive inference remain poorly understood. This paper studies small transfo…
cs.AI2024
Arithmetic with Language Models: from Memorization to Computation
Davide Maltoni, Matteo Ferrara
A better understanding of the emergent computation and problem-solving capabilities of recent large language models is of paramount importance to further improve them and broaden t…