2 papers
cs.AI2026
To See the Unseen: on the Generalization Ability of Transformers in Symbolic Reasoning
Nevena Lazić, Liam Fowl, András György +1
We investigate the ability of decoder-only transformer models to perform abstract symbolic reasoning; specifically solving propositional logic reasoning problems given in-context.…
cs.CL2025
Frontier LLMs Still Struggle with Simple Reasoning Tasks
Alan Malek, Jiawei Ge, Nevena Lazic +3
While state-of-the-art large language models (LLMs) demonstrate advanced reasoning capabilities-achieving remarkable performance on challenging competitive math and coding benchmar…