IntelliCode compose: code generation using transformer. - Alexey Svyatkovskiy; Shao Kun Deng; Shengyu Fu; Neel Sundaresan (ESEC/SIGSOFT FSE, 2020)

Unit Test Case Generation with Transformers. - Michele Tufano; Dawn Drain; Alexey Svyatkovskiy; Shao Kun Deng; Neel Sundaresan (CoRR, 2020)

GraphCodeBERT: Pre-training Code Representations with Data Flow. - Daya Guo; Shuo Ren; Shuai Lu; Zhangyin Feng; Duyu Tang; Shujie Liu 001; Long Zhou; Nan Duan; Alexey Svyatkovskiy; Shengyu Fu; Michele Tufano; Shao Kun Deng; et al. (ICLR, 2021)

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation. - Shuai Lu; Daya Guo; Shuo Ren; Junjie Huang 008; Alexey Svyatkovskiy; Ambrosio Blanco; Colin B. Clement; Dawn Drain; Daxin Jiang; Duyu Tang; Ge Li 001; Lidong Zhou; et al. (NeurIPS Datasets and Benchmarks, 2021)

METHODS2TEST: A dataset of focal methods mapped to test cases. - Michele Tufano; Shao Kun Deng; Neel Sundaresan; Alexey Svyatkovskiy (MSR, 2022)