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arxiv_cs_lg · Oct 22, 2026 · paper

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Causal Chain of Thought: Mitigating Attention Leakage via Context Isolation

arxiv.orgOct 22, 2026
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In brief

Chain-of-thought (CoT) prompting elicits step-by-step rationales that appear to explain model predictions, but there is no guarantee these steps causally drive the final answer. In standard autoregressive generation,...

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Causal Chain of Thought: Mitigating Attention Leakage via Context Isolation

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