2024 "representation space geometry" Papers

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Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification

Haochun Wang, Sendong Zhao, Chi Liu et al.

AAAI 2024paperarXiv:2309.04174

On the Origins of Linear Representations in Large Language Models

Yibo Jiang, Goutham Rajendran, Pradeep Ravikumar et al.

ICML 2024posterarXiv:2403.03867

The Linear Representation Hypothesis and the Geometry of Large Language Models

Kiho Park, Yo Joong Choe, Victor Veitch

ICML 2024posterarXiv:2311.03658