Dawn Drain

Researcher, Microsoft

Joined

May 2021

Names

Dawn Drain (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Microsoft (microsoft.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

nlp

,

program repair

,

bugpatching

,

deep learning

,

transformers

,

code generation

,

autocompletion

,

test generation

2019 – Present

Publications

DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
Dawn Drain, Colin Clement, Guillermo Serrato Castilla, Neel Sundaresan
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin Clement, Dawn Drain, Daxin Jiang, Duyu Tang, Ge Li, Lidong Zhou, Linjun Shou, Long Zhou, Michele Tufano, MING GONG, Ming Zhou, Nan Duan, Neel Sundaresan, Shao Kun Deng et al. (2 additional authors not shown)
- Published: 29 Jul 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Datasets and Benchmarks Track (Round 1)
- Readers: Everyone

Co-Authors