2024 "mechanistic interpretability" Papers

4 papers found

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Don't trust your eyes: on the (un)reliability of feature visualizations

Robert Geirhos, Roland S. Zimmermann, Blair Bilodeau et al.

ICML 2024posterarXiv:2306.04719

From Neurons to Neutrons: A Case Study in Interpretability

Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz et al.

ICML 2024posterarXiv:2405.17425

Observable Propagation: Uncovering Feature Vectors in Transformers

Jacob Dunefsky, Arman Cohan

ICML 2024posterarXiv:2312.16291

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