AI RESEARCH
Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach
arXiv CS.AI
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ArXi:2603.20899v1 Announce Type: cross Large language models exhibit strong reasoning capabilities, yet often rely on shortcuts such as surface pattern matching and answer memorization rather than genuine logical inference. We propose Shortcut-Aware Reasoning