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Leveraging Automated Unit Tests for Unsupervised Code Translation

13 October 2021

Baptiste Roziere

Papers citing "Leveraging Automated Unit Tests for Unsupervised Code Translation"

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Title
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres Muskan Dosi Chiranjeev Chiranjeev K. Thakral Mayank Vatsa Richa Singh 97 0 0 12 Jun 2025
Mutual-Supervised Learning for Sequential-to-Parallel Code Translation Changxin Ke Rui Zhang Shuo Wang Li Ding Guangli Li ... Jiaming Guo Chenxi Wang Ling Li Qi Guo Y. Chen 23 0 0 11 Jun 2025
Automated Validation of COBOL to Java Transformation Atul Kumar Diptikalyan Saha Toshikai Yasue Kohichi Ono Saravanan Krishnan Sandeep Hans Fumiko Satoh Gerald Mitchell Sachin Kumar 13 0 0 14 Apr 2025
Automated Testing of COBOL to Java Transformation Sandeep Hans Atul Kumar Toshikai Yasue Kouichi Ono Saravanan Krishnan Devika Sondhi Fumiko Satoh Gerald Mitchell Sachin Kumar Diptikalyan Saha 41 0 0 14 Apr 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker Maliheh Izadi VLM 107 0 0 07 Mar 2025
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Yijia Xiao Runhui Wang Luyang Kong Davor Golac Wei Wang LLMAG 472 3 0 10 Feb 2025
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation Xing Zhang Jiaheng Wen Fangkai Yang Pu Zhao Yu Kang ... Qingwei Lin Yingnong Dang Saravan Rajmohan Dongmei Zhang Qi Zhang 76 2 0 28 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu Shing-Chi Cheung ALM 158 2 0 18 Jan 2025
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 71 7 0 27 Oct 2024
TRANSAGENT: An LLM-Based Multi-Agent System for Code Translation Zhiqiang Yuan Weitong Chen Hanlin Wang Kai Yu Mingwei Liu Xin Peng LLMAG 93 14 0 30 Sep 2024
B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests Mouxiang Chen Zhongxin Liu He Tao Yusu Hong David Lo Xin Xia Jianling Sun 77 5 0 13 Sep 2024
A Joint Learning Model with Variational Interaction for Multilingual Program Translation Yali Du Hui Sun Ming Li 54 2 0 25 Aug 2024
CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution Ruiyang Xu Jialun Cao Yaojie Lu Ming Wen Hongyu Lin Xianpei Han Ben He Shing-Chi Cheung Le Sun LRM ELM 98 6 0 23 Aug 2024
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 116 121 0 01 Jul 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 57 0 0 07 Jun 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts Shudan Zhang Hanlin Zhao Xiao Liu Qinkai Zheng Zehan Qi Xiaotao Gu Xiaohan Zhang Yuxiao Dong Jie Tang ELM 109 17 0 07 May 2024
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation Zhen Yang Fang Liu Zhongxing Yu J. Keung Jia Li Shuo Liu Yifan Hong Xiaoxue Ma Zhi Jin Ge Li 88 69 0 23 Apr 2024
Teaching Machines to Code: Smart Contract Translation with LLMs Rabimba Karanjai Lei Xu Weidong Shi 69 6 0 13 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavaš Iryna Gurevych 123 15 0 06 Mar 2024
LangProp: A code optimization framework using Large Language Models applied to driving Shu Ishida Gianluca Corrado George Fedoseev Hudson Yeo Lloyd Russell Jamie Shotton João F. Henriques Anthony Hu 104 11 0 18 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 97 25 0 30 Dec 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 115 16 0 13 Nov 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References Yiqing Xie Atharva Naik Daniel Fried Carolyn Rose 71 7 0 01 Nov 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 93 2 0 22 Oct 2023
Program Translation via Code Distillation Yufan Huang Mengnan Qi Yongqiang Yao Maoquan Wang Bin Gu Colin B. Clement Neel Sundaresan 87 6 0 17 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 70 11 0 15 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 112 41 0 08 Oct 2023
Guess & Sketch: Language Model Guided Transpilation Celine Lee Abdulrahman Mahmoud Michal Kurek Simone Campanoni David Brooks Stephen Chong Gu-Yeon Wei Alexander M. Rush 69 7 0 25 Sep 2023
Trustworthy and Synergistic Artificial Intelligence for Software Engineering: Vision and Roadmaps David Lo 79 45 0 08 Sep 2023
Automatically Testing Functional Properties of Code Translation Models Hasan Ferit Eniser Valentin Wüstholz M. Christakis 37 6 0 07 Sep 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 140 2,101 0 24 Aug 2023
Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs Federico Cassano John Gouwar Francesca Lucchetti Claire Schlesinger Anders Freeman Carolyn Jane Anderson Molly Q. Feldman Michael Greenberg Abhinav Jangda Arjun Guha 103 37 0 19 Aug 2023
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model Tianyu Chen Lin Li ZhuLiuchuan ZhuLiuchuan Zongyang Li Xueqing Liu Guangtai Liang Qianxiang Wang Tao Xie 60 4 0 09 Aug 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 81 25 0 27 Jul 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 94 21 0 26 Jun 2023
CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution Prithwish Jana Piyush Jha Haoyang Ju Gautham Kishore Aryan Mahajan Vijay Ganesh 99 14 0 11 Jun 2023
Validating Multimedia Content Moderation Software via Semantic Fusion Wenxuan Wang Jingyuan Huang Chang Chen Jiazhen Gu Jianping Zhang Weibin Wu Pinjia He Michael Lyu 104 9 0 23 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 271 962 0 02 May 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 137 706 0 11 Apr 2023
Planning with Large Language Models for Code Generation Shun Zhang Zhenfang Chen Songlin Yang Mingyu Ding J. Tenenbaum Chuang Gan 103 161 0 09 Mar 2023
ADELT: Transpilation Between Deep Learning Frameworks Linyuan Gong Jiayi Wang Alvin Cheung 59 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 Shafiq Joty ALM ELM 117 21 0 06 Mar 2023
Syntax and Domain Aware Model for Unsupervised Program Translation Fang Liu Jia Li Li Zhang 60 18 0 08 Feb 2023
A Theory of Unsupervised Translation Motivated by Understanding Animal Communication S. Goldwasser David F. Gruber Adam Tauman Kalai Orr Paradise 66 3 0 20 Nov 2022
Benchmarking Language Models for Code Syntax Understanding Da Shen Xinyun Chen Chenguang Wang Koushik Sen Dawn Song ELM 50 17 0 26 Oct 2022
NeuDep: Neural Binary Memory Dependence Analysis Kexin Pei Dongdong She Michael Wang Scott Geng Zhou Xuan Yaniv David Junfeng Yang Suman Jana Baishakhi Ray 70 6 0 04 Oct 2022
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 65 0 0 04 Sep 2022
Language Models Can Teach Themselves to Program Better Patrick M. Haluptzok Matthew Bowers Adam Tauman Kalai ReLM SyDa LRM 122 82 0 29 Jul 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 105 349 0 21 Jul 2022
AVATAR: A Parallel Corpus for Java-Python Program Translation W. Ahmad Md Golam Rahman Tushar Saikat Chakraborty Kai-Wei Chang 84 81 0 26 Aug 2021