Spotlight "mechanistic interpretability" Papers

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A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning

Guan Zhe Hong, Nishanth Dikkala, Enming Luo et al.

NEURIPS 2025spotlightarXiv:2411.04105
3
citations

The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability?

Denis Sutter, Julian Minder, Thomas Hofmann et al.

NEURIPS 2025spotlightarXiv:2507.08802
9
citations

What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Aaditya Singh, Ted Moskovitz, Feilx Hill et al.

ICML 2024spotlightarXiv:2404.07129