Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
Uses mechanistic analysis to identify internal components involved in multi-step reasoning and test their causal roles.
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arXiv:2310.14491 · Initial submission: 2023-10-23
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Analysis and evaluation — Measure how well these methods work, investigate what their internal computation does, and identify where they fail. This includes experiments, studies of model internals, and mathematical results.
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