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The Origins of Representation Manifolds in Large Language Models

The Origins of Representation Manifolds in Large Language Models

23 May 2025
Alexander Modell
Patrick Rubin-Delanchy
N. Whiteley
    MILMAI4CE
ArXiv (abs)PDFHTML

Papers citing "The Origins of Representation Manifolds in Large Language Models"

4 / 4 papers shown
Title
Learning Multi-Level Features with Matryoshka Sparse Autoencoders
Learning Multi-Level Features with Matryoshka Sparse Autoencoders
Bart Bussmann
Noa Nabeshima
Adam Karvonen
Neel Nanda
129
13
0
21 Mar 2025
Cross-Entropy Is All You Need To Invert the Data Generating Process
Cross-Entropy Is All You Need To Invert the Data Generating Process
Patrik Reizinger
Alice Bizeul
Attila Juhos
Julia E. Vogt
Randall Balestriero
Wieland Brendel
David Klindt
SSLOODBDLDRL
255
6
0
29 Oct 2024
The Geometry of Concepts: Sparse Autoencoder Feature Structure
The Geometry of Concepts: Sparse Autoencoder Feature Structure
Yuxiao Li
Eric J. Michaud
David D. Baek
Joshua Engels
Xiaoqing Sun
Max Tegmark
112
21
0
10 Oct 2024
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
The Geometry of Categorical and Hierarchical Concepts in Large Language Models
Kiho Park
Yo Joong Choe
Yibo Jiang
Victor Veitch
133
41
0
03 Jun 2024
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