Adam Karvonen
- Negation Neglect: When models fail to learn negations in training
2026/05/13 by Harry Mayne, Lev McKinney, Jan Dubiński +3 · 8 voices · 1 citation
#cs.CL #cs.AI #cs.LG
- Learning Multi-Level Features with Matryoshka Sparse Autoencoders
2025/03/21 by Bart Bussmann, Bussmann, Bart, Noa Nabeshima +5 · 1 voice · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- Measuring Progress in Dictionary Learning for Language Model Interpretability with Board Game Models
2024/07/31 by Adam Karvonen, Benjamin D. Wright, Karvonen, Adam +15 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Emergent World Models and Latent Variable Estimation in Chess-Playing Language Models
2024/03/21 by Adam Karvonen, Karvonen, Adam · 5 citations
Computer Science · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sports Analytics and Performance #Topic Modeling
- Steering Out-of-Distribution Generalization with Concept Ablation Fine-Tuning
2025/07/22 by Helena Casademunt, C. Hsein Juang, Casademunt, Helena +9 · 9 citations
Computer Science · #Time Series Analysis and Forecasting #Advanced Data Compression Techniques #Gaussian Processes and Bayesian Inference
- Evaluating Sparse Autoencoders on Targeted Concept Erasure Tasks
2024/11/28 by Adam Karvonen, Karvonen, Adam, Can Rager +5 · 2 citations
Computer Science · #Machine Learning and Data Classification #Topic Modeling
- Activation Oracles: Training and Evaluating LLMs as General-Purpose Activation Explainers
2025/12/17 by Adam Karvonen, Karvonen, Adam, James Chua +19 · 1 voice · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.AI #cs.CL #cs.LG