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Understanding and Patching Compositional Reasoning in LLMs

Zhaoyi Li, Gangwei Jiang, Hong Xie, Linqi Song, Defu Lian, Ying Wei

Localizes internal representations involved in compositional reasoning and tests whether targeted interventions can repair failures.

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arXiv:2402.14328 · Initial submission: 2024-02-22

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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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