Title
ReACC: A Retrieval-Augmented Code Completion Framework Shuai Lu Nan Duan Hojae Han Daya Guo Seung-won Hwang Alexey Svyatkovskiy 17 138 0 15 Mar 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation Daya Guo Shuai Lu Nan Duan Yanlin Wang Ming Zhou Jian Yin 4 554 0 08 Mar 2022
Probing Pretrained Models of Source Code Sergey Troshin Nadezhda Chirkova ELM 25 38 0 16 Feb 2022
Better Together? An Evaluation of AI-Supported Code Translation Justin D. Weisz Michael J. Muller Steven I. Ross Fernando Martinez Stephanie Houde Mayank Agarwal Kartik Talamadupula John T. Richards 29 67 0 15 Feb 2022
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code Yao Wan Wei-Ye Zhao Hongyu Zhang Yulei Sui Guandong Xu Hairong Jin 27 105 0 14 Feb 2022
Source Code Summarization with Structural Relative Position Guided Transformer Zi Gong Cuiyun Gao Yasheng Wang Wenchao Gu Yun Peng Zenglin Xu 11 34 0 14 Feb 2022
Investigating Explainability of Generative AI for Code through Scenario-based Design Jiao Sun Q. V. Liao Michael J. Muller Mayank Agarwal Stephanie Houde Kartik Talamadupula Justin D. Weisz 31 157 0 10 Feb 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 19 6 0 10 Feb 2022
Enabling Automatic Repair of Source Code Vulnerabilities Using Data-Driven Methods Anastasiia Grishina 39 7 0 07 Feb 2022
CodeRetriever: Unimodal and Bimodal Contrastive Learning for Code Search Xiaonan Li Yeyun Gong Yelong Shen Xipeng Qiu Hang Zhang Bolun Yao Weizhen Qi Daxin Jiang Weizhu Chen Nan Duan OffRL 19 27 0 26 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 213 421 0 24 Jan 2022
AstBERT: Enabling Language Model for Financial Code Understanding with Abstract Syntax Trees Rong Liang Tiehu Zhang Y. Lu Yuze Liu Zhengqing Huang Xin Chen 14 3 0 20 Jan 2022
Code Sophistication: From Code Recommendation to Logic Recommendation Jessie Galasso Michalis Famelis H. Sahraoui 18 1 0 19 Jan 2022
Cross-Language Binary-Source Code Matching with Intermediate Representations Yi Gui Yao Wan Hongyu Zhang Huifang Huang Yulei Sui Guandong Xu Zhiyuan Shao Hai Jin 20 31 0 19 Jan 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 18 5 0 19 Jan 2022
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In-Situ Code Search and Recommendation Xingjun Li Yizhi Zhang Justin Leung Chengnian Sun Jian Zhao 10 29 0 15 Dec 2021
Programming Knowledge Tracing: A Comprehensive Dataset and A New Model Renyu Zhu Dongxiang Zhang Chengcheng Han Ming Gao Xuesong Lu Weining Qian Aoying Zhou 14 13 0 11 Dec 2021
Bridging Pre-trained Models and Downstream Tasks for Source Code Understanding Deze Wang Zhouyang Jia Shanshan Li Yue Yu Yun Xiong Wei Dong Xiangke Liao 17 80 0 04 Dec 2021
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 57 73 0 03 Dec 2021
InspectJS: Leveraging Code Similarity and User-Feedback for Effective Taint Specification Inference for JavaScript Saikat Dutta D. Garbervetsky Shuvendu K. Lahiri Max Schäfer 12 4 0 18 Nov 2021
GraphSearchNet: Enhancing GNNs via Capturing Global Dependencies for Semantic Code Search Shangqing Liu Xiaofei Xie J. Siow L. Ma Guozhu Meng Yang Liu GNN 23 53 0 04 Nov 2021
Cascaded Fast and Slow Models for Efficient Semantic Code Search Akhilesh Deepak Gotmare Junnan Li Shafiq R. Joty S. Hoi 20 10 0 15 Oct 2021
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection Van-Anh Nguyen D. Q. Nguyen Van Nguyen Trung Le Quan Hung Tran Dinh Q. Phung 10 109 0 14 Oct 2021
Leveraging Automated Unit Tests for Unsupervised Code Translation Baptiste Roziere Jie M. Zhang François Charton Mark Harman Gabriel Synnaeve Guillaume Lample 25 112 0 13 Oct 2021
Using Document Similarity Methods to create Parallel Datasets for Code Translation Mayank Agarwal Kartik Talamadupula Fernando Martinez Stephanie Houde Michael J. Muller John T. Richards Steven I. Ross Justin D. Weisz SyDa 26 8 0 11 Oct 2021
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts Yangruibo Ding Luca Buratti Saurabh Pujar Alessandro Morari Baishakhi Ray Saikat Chakraborty 8 36 0 08 Oct 2021
Adversarial Retriever-Ranker for dense text retrieval Hang Zhang Yeyun Gong Yelong Shen Jiancheng Lv Nan Duan Weizhu Chen VLM RALM 30 115 0 07 Oct 2021
Jointly Learning to Repair Code and Generate Commit Message Jiaqi Bai Long Zhou Ambrosio Blanco Shujie Liu Furu Wei Ming Zhou Zhoujun Li 8 4 0 25 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 210 1,489 0 02 Sep 2021
Lyra: A Benchmark for Turducken-Style Code Generation Qingyuan Liang Zeyu Sun Qihao Zhu Wenjie Zhang Lian Yu Yingfei Xiong Lu Zhang 11 13 0 27 Aug 2021
Identifying Non-Control Security-Critical Data through Program Dependence Learning Zhilong Wang Haizhou Wang Hong Hu Peng Liu AAML 20 0 0 27 Aug 2021
Retrieval Augmented Code Generation and Summarization Md. Rizwan Parvez W. Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 18 183 0 26 Aug 2021
AVATAR: A Parallel Corpus for Java-Python Program Translation W. Ahmad Md Golam Rahman Tushar Saikat Chakraborty Kai-Wei Chang 30 78 0 26 Aug 2021
What do pre-trained code models know about code? Anjan Karmakar Romain Robbes ELM 18 86 0 25 Aug 2021
Impact of Evaluation Methodologies on Code Summarization Pengyu Nie Jiyang Zhang Junyi Jessy Li Raymond J. Mooney Miloš Gligorić 17 19 0 22 Aug 2021
On Multi-Modal Learning of Editing Source Code Saikat Chakraborty Baishakhi Ray KELM 16 58 0 15 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 26 258 0 12 Aug 2021
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation Xin Wang Yasheng Wang Fei Mi Pingyi Zhou Yao Wan Xiao Liu Li Li Hao Wu Jin Liu Xin Jiang 23 111 0 10 Aug 2021
Distilling Transformers for Neural Cross-Domain Search Colin B. Clement Chen Henry Wu Dawn Drain Neel Sundaresan 15 1 0 06 Aug 2021
Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search Lun Du Xiaozhou Shi Yanlin Wang Ensheng Shi Shi Han Dongmei Zhang 19 4 0 10 Jul 2021
Learning to Extend Program Graphs to Work-in-Progress Code Xuechen Li Chris J. Maddison Daniel Tarlow 16 2 0 28 May 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering Junjie Huang Duyu Tang Linjun Shou Ming Gong Ke Xu Daxin Jiang Ming Zhou Nan Duan 20 111 0 27 May 2021
CoTexT: Multi-task Learning with Code-Text Transformer Long Phan H. Tran Daniel Le Hieu Duy Nguyen J. Anibal Alec Peltekian Yanfang Ye 11 135 0 18 May 2021
How could Neural Networks understand Programs? Dinglan Peng Shuxin Zheng Yatao Li Guolin Ke Di He Tie-Yan Liu NAI 13 61 0 10 May 2021
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics Toufique Ahmed Noah Rose Ledesma Prem Devanbu 57 19 0 29 Apr 2021
Literature review on vulnerability detection using NLP technology Jiajie Wu 37 14 0 23 Apr 2021
Code Structure Guided Transformer for Source Code Summarization Shuzheng Gao Cuiyun Gao Yulan He Jichuan Zeng L. Nie Xin Xia Michael R. Lyu 9 95 0 19 Apr 2021
ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation Weizhen Qi Yeyun Gong Yu Yan Can Xu Bolun Yao ... Daxin Jiang Jiusheng Chen Ruofei Zhang Houqiang Li Nan Duan 24 51 0 16 Apr 2021
Evaluating Pre-Trained Models for User Feedback Analysis in Software Engineering: A Study on Classification of App-Reviews M. Hadi Fatemeh H. Fard 13 30 0 12 Apr 2021
Do We Need Anisotropic Graph Neural Networks? Shyam A. Tailor Felix L. Opolka Pietro Lio' Nicholas D. Lane 32 34 0 03 Apr 2021