Lewkowycz, Aitor

PaLM: Scaling Language Modeling with Pathways

Chowdhery, A., Narang, S., Devlin, J., Bosma, M., Mishra, G., Roberts, A., Barham, P., Chung, H. W., Sutton, C., Gehrmann, S., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2,590

Generalized gravitational entropy

Lewkowycz, A., & Maldacena, J. (2013) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsNoncommutative and Quantum Gravity Theories

Cited by 1,183

Quantum corrections to holographic entanglement entropy

Faulkner, T., Lewkowycz, A., & Maldacena, J. (2013) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsNoncommutative and Quantum Gravity Theories

Cited by 945

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

Srivastava, A., Rastogi, A., Rao, A., Shoeb, A. A. M., Abid, A., Fisch, A., Brown, A. R., Santoro, A., Gupta, A., Garriga-Alonso, A., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 569

Relative entropy equals bulk relative entropy

Jafferis, D. L., Lewkowycz, A., Maldacena, J., & Suh, S. J. (2016) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsQuantum many-body systems

Cited by 539

Relative entropy equals bulk relative entropy

Jafferis, D. L., Lewkowycz, A., Maldacena, J., & Suh, S. J. (2015) · arXiv

Black Holes and Theoretical PhysicsQuantum many-body systems

Cited by 534

Solving Quantitative Reasoning Problems with Language Models

Lewkowycz, A., Andreassen, A., Dohan, D., Dyer, E., Michalewski, H., Ramasesh, V., Slone, A., Anil, C., Schlag, I., Gutman-Solo, T., et al. (2022) · arXiv

Mathematics Education and PedagogyTopic Modeling

Cited by 358

Deriving covariant holographic entanglement

Dong, X., Lewkowycz, A., & Rangamani, M. (2016) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsNoncommutative and Quantum Gravity Theories

Cited by 268

Bulk locality from modular flow

Faulkner, T., & Lewkowycz, A. (2017) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsAlgebraic structures and combinatorial models

Cited by 217

Show Your Work: Scratchpads for Intermediate Computation with Language Models

Nye, M., Andreassen, A. J., Gur-Ari, G., Michalewski, H., Austin, J., Bieber, D., Dohan, D., Lewkowycz, A., Bosma, M., Luan, D., et al. (2021) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 144

Entropy, Extremality, Euclidean Variations, and the Equations of Motion

Dong, X., & Lewkowycz, A. (2017) · arXiv

Black Holes and Theoretical PhysicsNoncommutative and Quantum Gravity Theories

Cited by 135

Entropy, extremality, euclidean variations, and the equations of motion

Dong, X., & Lewkowycz, A. (2018) · Journal of High Energy Physics

Black Holes and Theoretical PhysicsNoncommutative and Quantum Gravity Theories

Cited by 135

Exploring Length Generalization in Large Language Models

Anil, C., Wu, Y., Andreassen, A., Lewkowycz, A., Misra, V., Ramasesh, V., Slone, A., Gur-Ari, G., Dyer, E., & Neyshabur, B. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 44

Language Model Cascades

Dohan, D., Xu, W., Lewkowycz, A., Austin, J., Bieber, D., Lopes, R. G., Wu, Y., Michalewski, H., Saurous, R. A., Sohl-dickstein, J., et al. (2022) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 22