Colin B. Clement

26 papers A* 5Journal 16Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Predicting Code Coverage without Execution. CoRR Michele Tufano, Shubham Chandel, Anisha Agarwal, Neel Sundaresan, Colin B. Clement
2023	A*	`conf`	Program Translation via Code Distillation. EMNLP Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin B. Clement, Neel Sundaresan
2023	J	`jnl`	Program Translation via Code Distillation. CoRR Yufan Huang, Mengnan Qi, Yongqiang Yao, Maoquan Wang, Bin Gu, Colin B. Clement, Neel Sundaresan
2023	A*	`conf`	SUT: Active Defects Probing for Transcompiler Models. EMNLP Mengnan Qi, Yufan Huang, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin B. Clement, Neel Sundaresan
2023	J	`jnl`	SUT: Active Defects Probing for Transcompiler Models. CoRR Mengnan Qi, Yufan Huang, Maoquan Wang, Yongqiang Yao, Zihan Liu, Bin Gu, Colin B. Clement, Neel Sundaresan
2022	—	`conf`	DeepDev-PERF: a deep learning-based approach for improving software performance. ESEC/SIGSOFT FSE Spandan Garg, Roshanak Zilouchian Moghaddam, Colin B. Clement, Neel Sundaresan, Chen Wu
2022	J	`jnl`	DeepPERF: A Deep Learning-Based Approach For Improving Software Performance. CoRR Spandan Garg, Roshanak Zilouchian Moghaddam, Colin B. Clement, Neel Sundaresan, Chen Wu
2022	J	`jnl`	Execution-based Evaluation for Data Science Code Generation Models. CoRR Junjie Huang, Chenglong Wang, Jipeng Zhang, Cong Yan, Haotian Cui, Jeevana Priya Inala, Colin B. Clement, Nan Duan, Jianfeng Gao
2022	J	`jnl`	Exploring and Evaluating Personalized Models for Code Generation. CoRR Andrei Zlotchevski, Dawn Drain, Alexey Svyatkovskiy, Colin B. Clement, Neel Sundaresan, Michele Tufano
2022	—	`conf`	Exploring and evaluating personalized models for code generation. ESEC/SIGSOFT FSE Andrei Zlotchevski, Dawn Drain, Alexey Svyatkovskiy, Colin B. Clement, Neel Sundaresan, Michele Tufano
2022	J	`jnl`	Generating Examples From CLI Usage: Can Transformers Help? CoRR Roshanak Zilouchian Moghaddam, Spandan Garg, Colin B. Clement, Yevhen Mohylevskyy, Neel Sundaresan
2022	A*	`conf`	Generating Examples from CLI Usage: Can Transformers Help? KDD Roshanak Zilouchian Moghaddam, Spandan Garg, Colin B. Clement, Yevhen Mohylevskyy, Neel Sundaresan
2022	A*	`conf`	Learning to Reduce False Positives in Analytic Bug Detectors. ICSE Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin B. Clement, Neel Sundaresan
2022	J	`jnl`	Learning to Reduce False Positives in Analytic Bug Detectors. CoRR Anant Kharkar, Roshanak Zilouchian Moghaddam, Matthew Jin, Xiaoyu Liu, Xin Shi, Colin B. Clement, Neel Sundaresan
2022	J	`jnl`	Training and Evaluating a Jupyter Notebook Data Science Assistant. CoRR Shubham Chandel, Colin B. Clement, Guillermo Serrato, Neel Sundaresan
2021	—	`conf`	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation. NeurIPS Datasets and Benchmarks 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
2021	J	`jnl`	CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation. CoRR 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
2021	J	`jnl`	DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons. CoRR Dawn Drain, Colin B. Clement, Guillermo Serrato, Neel Sundaresan
2021	J	`jnl`	Distilling Transformers for Neural Cross-Domain Search. CoRR Colin B. Clement, Chen Wu, Dawn Drain, Neel Sundaresan
2021	A*	`conf`	GraphCodeBERT: Pre-training Code Representations with Data Flow. ICLR 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
2021	—	`conf`	Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. EMNLP (1) Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy
2021	J	`jnl`	Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy. CoRR Colin B. Clement, Shuai Lu, Xiaoyu Liu, Michele Tufano, Dawn Drain, Nan Duan, Neel Sundaresan, Alexey Svyatkovskiy
2020	J	`jnl`	GraphCodeBERT: Pre-training Code Representations with Data Flow. CoRR 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
2020	—	`conf`	PyMT5: multi-mode translation of natural language and Python code with transformers. EMNLP (1) Colin B. Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan
2020	J	`jnl`	PyMT5: multi-mode translation of natural language and Python code with transformers. CoRR Colin B. Clement, Dawn Drain, Jonathan Timcheck, Alexey Svyatkovskiy, Neel Sundaresan
2019	J	`jnl`	On the Use of ArXiv as a Dataset. CoRR Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe, Alexander A. Alemi