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Programming languages & software engineering

Building programming languages, tools, and software engineering techniques that make software more reliable, secure, and productive.

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Published Date

Publication

DeepAnalyze: Learning to Localize Crashes at Scale

Manish Shetty, Chetan Bansal, Suman Nath, Sean Bowles, Henry Wang, Ozgur Arman, Siamak Ahari

ICSE 2022 | May 2022

Project

Publication

DeepMerge: Learning to Merge Programs

Elizabeth Dinella, Todd Mytkowicz, Alexey Svyatkovskiy, Christian Bird, Mayur Naik, Shuvendu Lahiri

IEEE Transactions on Software Engineering (TSE’22) | May 2022

Project

Publication

A Culture of Productivity: Maximizing Productivity by Maximizing Wellbeing

Brian Houck

ICSE 2022 | May 2022

Publication

TOGA: A Neural Method for Test Oracle Generation

Elizabeth Dinella, Gabriel Ryan, Todd Mytkowicz, Shuvendu Lahiri

ICSE 2022 | May 2022

ICSE'22 ACM SIGSOFT Distinguished Award

Video Project

Publication

Jigsaw: Large Language Models meet Program Synthesis

Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma

International Conference on Software Engineering (ICSE) | May 2022

Github Project Project

Publication

Methods2Test: A dataset of focal methods mapped to test cases

Michele Tufano, Shao Kun Deng, Neel Sundaresan, Alexey Svyatkovskiy

2022 International Conference on Mining Software Repositories (MSR) | May 2022

Project

Publication

Towards Mining OSS Skills from GitHub Activity

Jenny T. Liang , Tom Zimmermann, Denae Ford

ICSE 2022 | May 2022

Video Project Project

Publication

Practitioners’ Expectations on Automated Code Comment Generation

Xing Hu, Xin Xia, David Lo, Zhiyuan Wan, Qiuyuan Chen, Tom Zimmermann

ICSE 2022 | May 2022

Publication

Learning to Reduce False Positives in Analytic Bug Detectors

Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin Clement, Neel Sundaresan

International Conference on Software Engineering | May 2022

Publication

“It’s Freedom to Put Things Where My Mind Wants”: Understanding and Improving the User Experience of Structuring Data in Spreadsheets

George Chalhoub, Advait Sarkar

Proceedings of the ACM CHI Conference on Human Factors in Computing Systems | May 2022

Project