Resolving Code Review Comments with Machine Learning. - Frömmgen, Alexander; Austin, Jacob; Choy, Peter; Ghelani, Nimesh; Kharatyan, Lera; Surita, Gabriela; Khrapko, Elena; Lamblin, Pascal; Manzagol, Pierre-Antoine; Revaj, Marcus; Tabachnyk, Maxim; Tarlow, Daniel; et al. (2024)

Gemma: Open Models Based on Gemini Research and Technology. - Mesnard, Thomas; Hardin, Cassidy; Dadashi, Robert; Bhupatiraju, Surya; Pathak, Shreya; Sifre, Laurent; Rivière, Morgane; Kale, Mihir Sanjay; Love, Juliette; Tafti, Pouya; Hussenot, Léonard; Chowdhery, Aakanksha; et al. (CoRR, 2024)

PaLM: Scaling Language Modeling with Pathways. - Chowdhery, Aakanksha; Narang, Sharan; Devlin, Jacob; Bosma, Maarten; Mishra, Gaurav; Roberts, Adam; Barham, Paul; Chung, Hyung Won; Sutton, Charles; Gehrmann, Sebastian; Schuh, Parker; Shi, Kensen; et al. (J. Mach. Learn. Res., 2023)

Scaling Up Models and Data with t5x and seqio. - Roberts, Adam; Chung, Hyung Won; Mishra, Gaurav; Levskaya, Anselm; Bradbury, James; Andor, Daniel; Narang, Sharan; Lester, Brian; Gaffney, Colin; Mohiuddin, Afroz; Hawthorne, Curtis; Lewkowycz, Aitor; et al. (J. Mach. Learn. Res., 2023)

Measuring the Impact of Programming Language Distribution. - Orlanski, Gabriel; Xiao, Kefan; Garcia, Xavier; Hui, Jeffrey; Howland, Joshua; Malmaud, Jonathan; Austin, Jacob; Singh, Rishabh; Catasta, Michele (2023)

Measuring The Impact Of Programming Language Distribution. - Orlanski, Gabriel; Xiao, Kefan; Garcia, Xavier; Hui, Jeffrey; Howland, Joshua; Malmaud, Jonathan; Austin, Jacob; Singh, Rishabh; Catasta, Michele (CoRR, 2023)

PaLM 2 Technical Report. - Anil, Rohan; Dai, Andrew M.; Firat, Orhan; Johnson, Melvin; Lepikhin, Dmitry; Passos, Alexandre; Shakeri, Siamak; Taropa, Emanuel; Bailey, Paige; Chen, Zhifeng; Chu, Eric; Clark, Jonathan H.; et al. (CoRR, 2023)

Scaling Up Models and Data with t5x and seqio. - Roberts, Adam; Chung, Hyung Won; Levskaya, Anselm; Mishra, Gaurav; Bradbury, James; Andor, Daniel; Narang, Sharan; Lester, Brian; Gaffney, Colin; Mohiuddin, Afroz; Hawthorne, Curtis; Lewkowycz, Aitor; et al. (CoRR, 2022)

PaLM: Scaling Language Modeling with Pathways. - Chowdhery, Aakanksha; Narang, Sharan; Devlin, Jacob; Bosma, Maarten; Mishra, Gaurav; Roberts, Adam; Barham, Paul; Chung, Hyung Won; Sutton, Charles; Gehrmann, Sebastian; Schuh, Parker; Shi, Kensen; et al. (CoRR, 2022)

A Massively-Parallel 3D Simulator for Soft and Hybrid Robots. - Clay, Joel; Wyetzner, Sofia; Gaudio, Alex; Xia, Boxi; Moshova, Andrew; Austin, Jacob; Segan, Max; Lipson, Hod (CoRR, 2022)

Language Model Cascades. - Dohan, David; Xu, Winnie; Lewkowycz, Aitor; Austin, Jacob; Bieber, David; Lopes, Raphael Gontijo; Wu, Yuhuai; Michalewski, Henryk; Saurous, Rif A.; Sohl-Dickstein, Jascha; Murphy, Kevin; Sutton, Charles (CoRR, 2022)

Structured Denoising Diffusion Models in Discrete State-Spaces. - Austin, Jacob; Johnson, Daniel D.; Ho, Jonathan; Tarlow, Daniel; Berg, Rianne van den (2021)

Structured Denoising Diffusion Models in Discrete State-Spaces. - Austin, Jacob; Johnson, Daniel D.; Ho, Jonathan; Tarlow, Daniel; Berg, Rianne van den (CoRR, 2021)

Beyond In-Place Corruption: Insertion and Deletion In Denoising Probabilistic Models. - Johnson, Daniel D.; Austin, Jacob; Berg, Rianne van den; Tarlow, Daniel (CoRR, 2021)

Program Synthesis with Large Language Models. - Austin, Jacob; Odena, Augustus; Nye, Maxwell I.; Bosma, Maarten; Michalewski, Henryk; Dohan, David; Jiang, Ellen; Cai, Carrie J.; Terry, Michael; Le, Quoc V.; Sutton, Charles (CoRR, 2021)

Show Your Work: Scratchpads for Intermediate Computation with Language Models. - Nye, Maxwell I.; Andreassen, Anders Johan; Gur-Ari, Guy; Michalewski, Henryk; Austin, Jacob; Bieber, David; Dohan, David; Lewkowycz, Aitor; Bosma, Maarten; Luan, David; Sutton, Charles; Odena, Augustus (CoRR, 2021)

Titan: A Parallel Asynchronous Library for Multi-Agent and Soft-Body Robotics using NVIDIA CUDA. - Austin, Jacob; Corrales-Fatou, Rafael; Wyetzner, Sofia; Lipson, Hod (2020)

Titan: A Parallel Asynchronous Library for Multi-Agent and Soft-Body Robotics using NVIDIA CUDA. - Austin, Jacob; Corrales-Fatou, Rafael; Wyetzner, Sofia; Lipson, Hod (CoRR, 2019)