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The Geometry of Truth: Emergent Linear Structure in LLM Representation of True/False Datasets

Deep Papers

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Analyzing Language Models' Representation of True and False Statements

They discuss the process of analyzing a language model and its representation of true/false statements, using both behavioral and neurological evidence. They explain how to create a dataset of true and false statements, visualize the model's intermediate representations, and extract a direction that encodes truth versus falsehood.

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