From Reasoning to Generalization: Knowledge-Augmented LLMs for ARC Benchmark.

arXiv:2505.17482v2 Announce Type: replace Abstract: Recent reasoning-oriented LLMs have demonstrated strong performance on challenging tasks such as mathematics and science examinations. However, core cognitive faculties of human intelligence, such as abstract