"linear representation hypothesis" Papers

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LLM Unlearning via Neural Activation Redirection

William Shen, Xinchi Qiu, Meghdad Kurmanji et al.

NEURIPS 2025arXiv:2502.07218
16
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
10
citations

The Linear Representation Hypothesis and the Geometry of Large Language Models

Kiho Park, Yo Joong Choe, Victor Veitch

ICML 2024arXiv:2311.03658
363
citations