Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models

Gabriele Maraia, Marco Valentino, Fabio Massimo Zanzotto +1

Large Language Models (LLMs) often struggle with deductive judgment in syllogistic reasoning, systematically conflating semantic plausibility with formal validity a phenomenon know…