Amir Masoud Nourollah

Large Language and Reasoning Models are Shallow Disjunctive Reasoners

Large Language Models (LLMs) have been found to struggle with systematic reasoning. Even on tasks where they appear to perform well, their performance often depends on shortcuts, rather than on genuine reasoning abilities, leading them to collapse on out-of-distribution (OOD) examples. Post-training…