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Published Date

Dataset Source Code

Jigsaw Datasets

Jigsaw Dataset: Natural language to Python Pandas code. Two datasets (PandasEval1 and PandasEval2) described in our paper, “Jigsaw: Large Language Models meet Program Synthesis”.

GitHub Project Publication

Dataset Source Code

MSCCL: Microsoft Collective Communication Library

Microsoft Collective Communication Library (MSCCL) is a platform to execute custom collective communication algorithms for multiple accelerators supported by Microsoft Azure.

GitHub

Publication

Shaping the future with: Sumit Gulwani

Sumit Gulwani

March 2022

Max Planck-Humboldt Medal 2021

Publication

Automating code review activities by large-scale pre-training

Zhiyu Li, Shuai Lu, Daya Guo, Nan Duan, Shailesh Jannu, Grant Jenks, Deep Majumder, Jared Green, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering | March 2022

Project

An efficient SMT solver Z3 is an efficient Satisfiability Modulo Theories (SMT) solver from Microsoft Research. Z3 is a solver for symbolic logic, a foundation for many software engineering tools. SMT solvers rely on a…

Publication