Language Models Can Teach Themselves to Program Better
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
ICLR 2023 | February 2023
Algorithm Generation
Teaching AI to devise and implement algorithms
Publications
Publications
Publications by Year
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Generating Programming Puzzles to Train Language Models
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
April 2022
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Programming Puzzles
Adam Tauman Kalai
NeurIPS Datasets and Benchmarks Track | December 2021
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Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) | January 2018
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A Machine Learning Framework for Programming by Example
Aditya Krishna Menon, Omer Tamuz , Sumit Gulwani, Butler Lampson, Adam Tauman Kalai
Proceedings of the 30th International Conference on Machine Learning (ICML), 2013 | June 2013
Publications by Research Area
-
Language Models Can Teach Themselves to Program Better
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
ICLR 2023 | February 2023
Generating Programming Puzzles to Train Language Models
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
April 2022
Programming Puzzles
Adam Tauman Kalai
NeurIPS Datasets and Benchmarks Track | December 2021
Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) | January 2018
-
A Machine Learning Framework for Programming by Example
Aditya Krishna Menon, Omer Tamuz , Sumit Gulwani, Butler Lampson, Adam Tauman Kalai
Proceedings of the 30th International Conference on Machine Learning (ICML), 2013 | June 2013
Publications by Type
-
Language Models Can Teach Themselves to Program Better
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
ICLR 2023 | February 2023
Programming Puzzles
Adam Tauman Kalai
NeurIPS Datasets and Benchmarks Track | December 2021
Glass-Box Program Synthesis: A Machine Learning Approach
Konstantina Christakopoulou, Adam Tauman Kalai
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18) | January 2018
A Machine Learning Framework for Programming by Example
Aditya Krishna Menon, Omer Tamuz , Sumit Gulwani, Butler Lampson, Adam Tauman Kalai
Proceedings of the 30th International Conference on Machine Learning (ICML), 2013 | June 2013
-
Generating Programming Puzzles to Train Language Models
Patrick Haluptzok, Matthew Bowers, Adam Tauman Kalai
April 2022