Unsupervised Translation of Programming Languages

5 June 2020

Baptiste Roziere

Papers citing "Unsupervised Translation of Programming Languages"

50 / 197 papers shown

Title
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 36 641 0 11 Apr 2023
Synthesis of Mathematical programs from Natural Language Specifications G. Prasath Shirish S. Karande 27 6 0 30 Mar 2023
Large Language Models and Simple, Stupid Bugs Kevin Jesse Toufique Ahmed Prem Devanbu Emily Morgan ELM 37 51 0 20 Mar 2023
Planning with Large Language Models for Code Generation Shun Zhang Zhenfang Chen Songlin Yang Mingyu Ding J. Tenenbaum Chuang Gan 35 147 0 09 Mar 2023
Greener yet Powerful: Taming Large Code Generation Models with Quantization Xiaokai Wei Sujan Kumar Gonugondla W. Ahmad Shiqi Wang Baishakhi Ray ... Ben Athiwaratkun Mingyue Shang M. K. Ramanathan Parminder Bhatia Bing Xiang MQ 28 6 0 09 Mar 2023
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code Aftab Hussain Md Rafiqul Islam Rabin Bowen Xu David Lo Mohammad Amin Alipour 42 3 0 08 Mar 2023
ADELT: Transpilation Between Deep Learning Frameworks Linyuan Gong Jiayi Wang Alvin Cheung 32 3 0 07 Mar 2023
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval Mohammad Abdullah Matin Khan M Saiful Bari Xuan Long Do Weishi Wang Md. Rizwan Parvez Chenyu You ALM ELM 34 14 0 06 Mar 2023
On ML-Based Program Translation: Perils and Promises Aniketh Malyala K. Zhou Baishakhi Ray Saikat Chakraborty 29 5 0 21 Feb 2023
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation Jiamou Sun Zhenchang Xing Qinghua Lu Xiwei Xu Liming Zhu Thong Hoang Dehai Zhao 24 12 0 15 Feb 2023
The Programmer's Assistant: Conversational Interaction with a Large Language Model for Software Development Steven I. Ross Fernando Martinez Stephanie Houde Michael J. Muller Justin D. Weisz 34 207 0 14 Feb 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 27 18 0 08 Feb 2023
Toward a Theory of Causation for Interpreting Neural Code Models David Nader-Palacio Alejandro Velasco Nathan Cooper Á. Rodríguez Kevin Moran Denys Poshyvanyk 28 17 0 07 Feb 2023
Exploring Data Augmentation for Code Generation Tasks Pinzhen Chen Gerasimos Lampouras 31 9 0 05 Feb 2023
Measuring The Impact Of Programming Language Distribution Gabriel Orlanski Kefan Xiao Xavier Garcia Jeffrey Hui Joshua Howland J. Malmaud Jacob Austin Rishah Singh Michele Catasta 30 28 0 03 Feb 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 25 52 0 31 Jan 2023
Navigating Complexity in Software Engineering: A Prototype for Comparing GPT-n Solutions Christoph Treude 30 17 0 28 Jan 2023
What are the Machine Learning best practices reported by practitioners on Stack Exchange? Anamaria Mojica-Hanke A. Bayona Mario Linares-Vásquez Steffen Herbold Fabio A. González HAI 21 6 0 25 Jan 2023
Toward General Design Principles for Generative AI Applications Justin D. Weisz Michael J. Muller Jessica He Stephanie Houde AI4CE 29 53 0 13 Jan 2023
A Survey on Pretrained Language Models for Neural Code Intelligence Yichen Xu Yanqiao Zhu 9 17 0 20 Dec 2022
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 33 57 0 19 Dec 2022
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 25 1 0 12 Dec 2022
Execution-based Evaluation for Data Science Code Generation Models Junjie Huang Chenglong Wang Jipeng Zhang Cong Yan Haotian Cui J. Inala Colin B. Clement Nan Duan Jianfeng Gao ELM 41 35 0 17 Nov 2022
Neural Combinatorial Logic Circuit Synthesis from Input-Output Examples Peter Belcak Roger Wattenhofer NAI 32 3 0 29 Oct 2022
Aligning Offline Metrics and Human Judgments of Value for Code Generation Models Victor C. Dibia Adam Fourney Gagan Bansal Forough Poursabzi-Sangdeh Han Liu Saleema Amershi ALM OffRL 46 12 0 29 Oct 2022
Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun Sanjay Krishna Gouda Zijian Wang Xiaopeng Li Yuchen Tian ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM 120 161 0 26 Oct 2022
Benchmarking Language Models for Code Syntax Understanding Da Shen Xinyun Chen Chenguang Wang Koushik Sen Dawn Song ELM 22 16 0 26 Oct 2022
SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models Hossein Hajipour Ning Yu Cristian-Alexandru Staicu Mario Fritz OODD 27 4 0 10 Oct 2022
Revealing the Semantics of Data Wrangling Scripts With COMANTICS Kai Xiong Zhongsu Luo Siwei Fu Yongheng Wang Mingliang Xu Yingnian Wu 25 11 0 28 Sep 2022
Are Machine Programming Systems using Right Source-Code Measures to Select Code Repositories? N. Hasabnis 27 2 0 24 Sep 2022
Malicious Source Code Detection Using Transformer Chen Tsfaty Michael Fire 29 4 0 16 Sep 2022
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 24 0 0 04 Sep 2022
Finding Reusable Machine Learning Components to Build Programming Language Processing Pipelines Patrick Flynn T. Vanderbruggen C. Liao Pei-Hung Lin M. Emani Xipeng Shen 21 4 0 11 Aug 2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 67 134 0 24 Jul 2022
PanGu-Coder: Program Synthesis with Function-Level Language Modeling Fenia Christopoulou Gerasimos Lampouras Milan Gritta Guchun Zhang Yinpeng Guo ... Guangtai Liang Jia Wei Xin Jiang Qianxiang Wang Qun Liu ELM SyDa ALM 45 74 0 22 Jul 2022
Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection Maksim Zubkov Egor Spirin Egor Bogomolov T. Bryksin 46 4 0 17 Jun 2022
XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence Ming Zhu Aneesh Jain Karthik Suresh Roshan Ravindran Sindhu Tipirneni Chandan K. Reddy 27 69 0 16 Jun 2022
NatGen: Generative pre-training by "Naturalizing" source code Saikat Chakraborty Toufique Ahmed Yangruibo Ding Prem Devanbu Baishakhi Ray AI4CE 57 116 0 15 Jun 2022
StructCoder: Structure-Aware Transformer for Code Generation Sindhu Tipirneni Ming Zhu Chandan K. Reddy 30 55 0 10 Jun 2022
Formal Specifications from Natural Language Christopher Hahn Frederik Schmitt Julia J. Tillman Niklas Metzger Julian Siber Bernd Finkbeiner 33 26 0 04 Jun 2022
HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations Minh Huynh Nguyen Nghi D. Q. Bui Truong-Son Hy Long Tran-Thanh Tien N. Nguyen 37 4 0 31 May 2022
Deep Learning Meets Software Engineering: A Survey on Pre-Trained Models of Source Code Changan Niu Chuanyi Li Bin Luo Vincent Ng SyDa VLM 55 48 0 24 May 2022
HyperTree Proof Search for Neural Theorem Proving Guillaume Lample Marie-Anne Lachaux Thibaut Lavril Xavier Martinet Amaury Hayat Gabriel Ebner Aurelien Rodriguez Timothée Lacroix AIMat 28 134 0 23 May 2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 47 27 0 23 May 2022
GitRank: A Framework to Rank GitHub Repositories N. Hasabnis 16 3 0 04 May 2022
On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages Fuxiang Chen F. Fard David Lo T. Bryksin 28 44 0 05 Apr 2022
Learning Program Semantics with Code Representations: An Empirical Study J. Siow Shangqing Liu Xiaofei Xie Guozhu Meng Yang Liu 21 40 0 22 Mar 2022
Probing Pretrained Models of Source Code Sergey Troshin Nadezhda Chirkova ELM 27 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
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 36 157 0 10 Feb 2022