Grammar-Based Patches Generation for Automated Program Repair

no code implementations • Findings (ACL) 2021 • Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang

Program Repair

Jointly Learning to Repair Code and Generate Commit Message

no code implementations • EMNLP 2021 • Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li

We propose a novel task of jointly repairing program codes and generating commit messages.

Code Repair Translation

CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

4 code implementations • 9 Feb 2021 • 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, Shengyu Fu, Shujie Liu

Benchmark datasets have a significant impact on accelerating research in programming language tasks.

BIG-bench Machine Learning Clone Detection +9

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

2 code implementations • 22 Sep 2020 • Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma

Evaluation metrics play a vital role in the growth of an area as it defines the standard of distinguishing between good and bad models.

Code Translation Translation

Representing a Partially Observed Non-Rigid 3D Human Using Eigen-Texture and Eigen-Deformation

no code implementations • 7 Jul 2018 • Ryosuke Kimura, Akihiko Sayo, Fabian Lorenzo Dayrit, Yuta Nakashima, Hiroshi Kawasaki, Ambrosio Blanco, Katsushi Ikeuchi

For full-body reconstruction with loose clothes, we propose to use lower dimensional embeddings of texture and deformation referred to as eigen-texturing and eigen-deformation, to reproduce views of even unobserved surfaces.