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Published Date

Video

IntelliCode Compose: Code Generation Using Transformer

November 1, 2020 | Shao Kun Deng

IntelliCode Compose: Code Generation Using Transformer. Paper by Alexey Svyatkovskiy, Shao Kun Deng, Shengyu Fu, Neel Sundaresan, from Microsoft DevDiv Data+AI. Full presentation video: https://youtu.be/MrfntKyWCps Presented at ESEC/FSE 2020 on Nov 10th 2020.

02:01

Publication

Efficient Customer Incident Triage via Linking with System Incidents

Jiazhen Gu, Jiaqi Wen, Zijian Wang, Pu Zhao, Chuan Luo, Yu Kang, Yangfan Zhou, Li Yang, Jeffrey Sun, Zhangwei Xu, Bo Qiao, Liqun Li, Qingwei Lin, Dongmei Zhang

The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (FSE’20 Industry) | November 2020

Publication

PyMT5: multi-mode translation of natural language and Python code with transformers

Colin Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan

2020 Empirical Methods in Natural Language Processing | October 2020

Publication

An Integrated Approach of Deep Learning and Symbolic Analysis for Digital PDF Table Extraction

Mengshi Zhang, Daniel Perelman, Vu Le, Sumit Gulwani

International Conference on Pattern Recognition | October 2020

Project Project

Publication

Ant Colony Optimization for Object-Oriented Unit Test Generation

Dan Bruce, Héctor D. Menéndez, Earl T. Barr, David Clark

2020 International Conference on Swarm Intelligence | October 2020

Publication

Modular Networks for Compositional Instruction Following

Rodolfo Corona, Daniel Fried, Coline Devin, Dan Klein, Trevor Darrell

October 2020

Project

Open Source Software for Social Good

In this project, we explore Open Source Software for Social Good (OSS4SG) from the perspective of the builders. We investigate how the scale of project impact can influence the projects contributors select, their contribution patterns, and…

Project

Microsoft TileCode

Microsoft TileCode is an app for designing, coding, and playing video games directly on low-cost MakeCode Arcade gaming handhelds, as well as in the web browser.

Publication