Colin B. Clement

According to our database, Colin B. Clement authored at least 17 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Predicting Code Coverage without Execution.

Michele Tufano, Shubham Chandel, Anisha Agarwal, Neel Sundaresan, Colin B. Clement

CoRR, 2023

SUT: Active Defects Probing for Transcompiler Models.

Mengnan Qi, Yufan Huang, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin B. Clement, Neel Sundaresan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Program Translation via Code Distillation.

Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin B. Clement, Neel Sundaresan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Execution-based Evaluation for Data Science Code Generation Models.

Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin B. Clement, Nan Duan, Jianfeng Gao

CoRR, 2022

DeepPERF: A Deep Learning-Based Approach For Improving Software Performance.

Spandan Garg, Roshanak Zilouchian Moghaddam, Colin B. Clement, Neel Sundaresan, Chen Wu

CoRR, 2022

Training and Evaluating a Jupyter Notebook Data Science Assistant.

Shubham Chandel, Colin B. Clement, Guillermo Serrato, Neel Sundaresan

CoRR, 2022

Exploring and evaluating personalized models for code generation.

Andrei Zlotchevski, Dawn Drain, Alexey Svyatkovskiy, Colin B. Clement, Neel Sundaresan, Michele Tufano

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

DeepDev-PERF: a deep learning-based approach for improving software performance.

Spandan Garg, Roshanak Zilouchian Moghaddam, Colin B. Clement, Neel Sundaresan, Chen Wu

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

Generating Examples from CLI Usage: Can Transformers Help?

Roshanak Zilouchian Moghaddam, Spandan Garg, Colin B. Clement, Yevhen Mohylevskyy, Neel Sundaresan

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Learning to Reduce False Positives in Analytic Bug Detectors.

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

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

Distilling Transformers for Neural Cross-Domain Search.

Colin B. Clement, Chen Wu, Dawn Drain, Neel Sundaresan

CoRR, 2021

DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons.

Dawn Drain, Colin B. Clement, Guillermo Serrato, Neel Sundaresan

CoRR, 2021

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

Shuai Lu, Daya Guo, Shuo Ren, Junjie Huang, Alexey Svyatkovskiy, Ambrosio Blanco, Colin B. 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

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

GraphCodeBERT: Pre-training Code Representations with Data Flow.

Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou

Proceedings of the 9th International Conference on Learning Representations, 2021

Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy.

Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

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

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

On the Use of ArXiv as a Dataset.

Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe, Alexander A. Alemi

CoRR, 2019