Sharkey, Lee

Open Problems in Mechanistic Interpretability

Sharkey, L., Chughtai, B., Batson, J., Lindsey, J., Wu, J., Bushnaq, L., Goldowsky-Dill, N., Heimersheim, S., Ortega, A., Bloom, J., et al. (2025) · arXiv

Explainable Artificial Intelligence (XAI)Neural Networks and Applications

Cited by 291

Sparse Autoencoders Find Highly Interpretable Features in Language Models

Cunningham, H., Ewart, A., Riggs, L., Huben, R., & Sharkey, L. (2023) · arXiv

Explainable Artificial Intelligence (XAI)Topic Modeling

Cited by 61

Interpreting Neural Networks through the Polytope Lens

Black, S., Sharkey, L., Grinsztajn, L., Winsor, E., Braun, D., Merizian, J., Parker, K., Guevara, C. R., Millidge, B., Alfour, G., et al. (2022) · arXiv

Explainable Artificial Intelligence (XAI)Neural Networks and Applications

Cited by 39