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Year
Graphcodebert: Pre-training code representations with data flow
D Guo, S Ren, S Lu, Z Feng, D Tang, S Liu, L Zhou, N Duan, ...
arXiv preprint arXiv:2009.08366, 2020
9972020
Codexglue: A machine learning benchmark dataset for code understanding and generation
S Lu, D Guo, S Ren, J Huang, A Svyatkovskiy, A Blanco, C Clement, ...
arXiv preprint arXiv:2102.04664, 2021
8232021
Intellicode compose: Code generation using transformer
A Svyatkovskiy, SK Deng, S Fu, N Sundaresan
Proceedings of the 28th ACM joint meeting on European software engineering …, 2020
5232020
Unit test case generation with transformers and focal context
M Tufano, D Drain, A Svyatkovskiy, SK Deng, N Sundaresan
arXiv preprint arXiv:2009.05617, 2020
642020
Methods2Test: A dataset of focal methods mapped to test cases
M Tufano, SK Deng, N Sundaresan, A Svyatkovskiy
Proceedings of the 19th International Conference on Mining Software …, 2022
312022
Unit test case generation with transformers
M Tufano, D Drain, A Svyatkovskiy, SK Deng, N Sundaresan
arXiv preprint arXiv:2009.05617, 2020
242020
Multi-lingual line-of-code completion system
A Svyatkovskiy, S Fu, N Sundaresan, SK Deng
US Patent 11,262,984, 2022
222022
Provisional selection drives edit suggestion generation
MA Wilson-thomas, JK Simmons, DE Pugh, VJ Lim, LI Anqi, S Srinath, ...
US Patent 11,763,078, 2023
122023
Automated program repair tool
SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent 11,526,424, 2022
102022
Language interoperability to automate code analysis
SK Deng, MG Jin, S Lahiri, X Liu, X Shi, N Sundaresan
US Patent 11,175,897, 2021
42021
Code completion with holes
M Allamanis, D Guo, SK Deng, N Sundaresan, A Svyatkovskiy
US Patent App. 17/321,414, 2022
32022
Automating test-driven development with transformers
CB Clement, SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent 11,797,426, 2023
22023
Code generation through reinforcement learning using code-quality rewards
SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent 11,941,373, 2024
12024
Constrained decoding for source code generation
CB Clement, SK Deng, X Liu, N Sundaresan, A Svyatkovskiy
US Patent App. 17/688,833, 2023
12023
Automated fine-tuning and deployment of pre-trained deep learning models
CB Clement, SK Deng, D Drain, N Sundaresan, A Svyatkovskiy, Y Tian, ...
US Patent App. 17/347,205, 2022
12022
Code completion with holes
M Allamanis, D Guo, SK Deng, N Sundaresan, A Svyatkovskiy
US Patent App. 18/772,114, 2024
2024
Automated program repair tool
SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent App. 18/628,773, 2024
2024
CODE GENERATION THROUGH REINFORCEMENT LEARNING USING CODE-QUALITY REWARDS
SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent App. 18/582,248, 2024
2024
Automated program repair tool
SK Deng, N Sundaresan, A Svyatkovskiy, M Tufano
US Patent 11,977,474, 2024
2024
Multi-lingual line-of-code completion system
A Svyatkovskiy, S Fu, N Sundaresan, SK Deng
US Patent App. 18/232,326, 2024
2024
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