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cs.CL2025
Simple Mechanistic Explanations for Out-Of-Context Reasoning
Atticus Wang, Joshua Engels, Oliver Clive-Griffin +2
Out-of-context reasoning (OOCR) is a phenomenon in which fine-tuned LLMs exhibit surprisingly deep out-of-distribution generalization. Rather than learning shallow heuristics, they…
cs.CL2024★ 1 cited
Do I Know This Entity? Knowledge Awareness and Hallucinations in Language Models
Javier Ferrando, Oscar Obeso, Senthooran Rajamanoharan +1
Hallucinations in large language models are a widespread problem, yet the mechanisms behind whether models will hallucinate are poorly understood, limiting our ability to solve thi…