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Are Sparse Autoencoders Useful? A Case Study in Sparse Probing

Are Sparse Autoencoders Useful? A Case Study in Sparse Probing

23 February 2025
Subhash Kantamneni
Joshua Engels
Senthooran Rajamanoharan
Max Tegmark
Neel Nanda
ArXivPDFHTML

Papers citing "Are Sparse Autoencoders Useful? A Case Study in Sparse Probing"

3 / 3 papers shown
Title
Investigating task-specific prompts and sparse autoencoders for activation monitoring
Investigating task-specific prompts and sparse autoencoders for activation monitoring
Henk Tillman
Dan Mossing
LLMSV
40
0
0
28 Apr 2025
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis
Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis
Alexander Ku
Declan Campbell
Xuechunzi Bai
Jiayi Geng
Ryan Liu
...
Ilia Sucholutsky
Veniamin Veselovsky
Liyi Zhang
Jian-Qiao Zhu
Thomas L. Griffiths
ELM
85
2
0
17 Mar 2025
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry
Sai Sumedh R. Hindupur
Ekdeep Singh Lubana
Thomas Fel
Demba Ba
37
4
0
03 Mar 2025
1