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Interventions allow us to induce changes in LMs, but counterfactuals—at Pearl’s highest causal level—reveal how interventions change outputs. These are often conflated. We clarify this distinction and introduce a framework to generate true counterfactuals directly from LMs. (2/7)
Nov 12, 2024, 4:00 PM
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