Chanin, David

1. A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders
   2024/09/22 by Chanin, David, Wilken-Smith, James, Dulka, Tomáš +3 · 31 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Analyzing the Generalization and Reliability of Steering Vectors
   2024/07/17 by Tan, Daniel, Chanin, David, Lynch, Aengus +4 · 26 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability
   2025/03/12 by Karvonen, Adam, Rager, Can, Lin, Johnny +12 · 25 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Identifying Linear Relational Concepts in Large Language Models
   2023/11/15 by D.I. Chanin, Anthony Hunter, Chanin, David +3 · 3 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
5. Neuro-symbolic Commonsense Social Reasoning
   2023/03/14 by D.I. Chanin, Anthony Hunter, Chanin, David +1 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Feature Hedging: Correlated Features Break Narrow Sparse Autoencoders
   2025/05/16 by D.I. Chanin, Chanin, David, Tomáš Dulka +3 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques