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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"

50 / 59 papers shown

Title
What a diff makes: automating code migration with large language models Katherine A. Rosenfeld Cliff C. Kerr Jessica Lundin 24 0 0 31 Oct 2025
Learning Bug Context for PyTorch-to-JAX Translation with LLMs Hung Phan Son Le Vu Ali Jannesari 56 0 0 10 Oct 2025
When Code Crosses Borders: A Security-Centric Evaluation of LLM-based Code Translation Hailong Chang Guozhu Meng Shuhui Xiao Kai Chen Kun Sun Yilin Li ELM 48 1 0 08 Sep 2025
Agnostics: Learning to Code in Any Programming Language via Reinforcement with a Universal Learning Environment Aleksander Boruch-Gruszecki Yangtian Zi Zixuan Wu Tejas Oberoi Carolyn Jane Anderson Joydeep Biswas Arjun Guha SyDa OffRL 81 2 0 06 Aug 2025
On LLM-Assisted Generation of Smart Contracts from Business Processes Fabian Stiehle Hans Weytjens Ingo Weber 109 0 0 30 Jul 2025
On The Role of Pretrained Language Models in General-Purpose Text Embeddings: A Survey Meishan Zhang Xin Zhang X. Zhao Shouzheng Huang Baotian Hu Min Zhang 121 3 0 28 Jul 2025
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres Muskan Dosi Chiranjeev Chiranjeev K. Thakral Mayank Vatsa Richa Singh 242 1 0 12 Jun 2025
QiMeng-MuPa: 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 Yihao Chen 182 1 0 11 Jun 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 117 0 0 14 Apr 2025
Automated Validation of COBOL to Java TransformationInternational Conference on Automated Software Engineering (ASE), 2024 Atul Kumar Diptikalyan Saha Toshikai Yasue Kohichi Ono Saravanan Krishnan Sandeep Hans Fumiko Satoh Gerald Mitchell Sachin Kumar 49 2 0 14 Apr 2025
Program Skeletons for Automated Program Translation Bo Wang Tianyu Li Ruishi Li Umang Mathur Prateek Saxena 77 4 0 10 Apr 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Unified Approach for Elevating Benchmark Quality Roham Koohestani Philippe de Bekker Begüm Koç Maliheh Izadi VLM 406 0 0 07 Mar 2025
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research RepositoriesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Yijia Xiao Runhui Wang Luyang Kong Davor Golac Wei Wang LLMAG 977 7 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 166 4 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 495 8 0 18 Jan 2025
AlphaTrans: A Neuro-Symbolic Compositional Approach for Repository-Level Code Translation and Validation Reyhaneh Jabbarvand Kaiyao Ke Mrigank Pawagi Muhammad Salman Abid Rangeet Pan Saurabh Sinha Reyhaneh Jabbarvand 70 18 0 31 Oct 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel ProgrammingNeural Information Processing Systems (NeurIPS), 2024 Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 128 15 0 27 Oct 2024
Semantic Alignment-Enhanced Code Translation via an LLM-Based Multi-Agent System Zhiqiang Yuan Weitong Chen Juntao Li Kai Yu Mingwei Liu Xin Peng LLMAG 409 16 0 30 Sep 2024
B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible TestsInternational Conference on Automated Software Engineering (ASE), 2024 Mouxiang Chen Zhongxin Liu He Tao Yusu Hong David Lo Xin Xia Jianling Sun 153 8 0 13 Sep 2024
A Joint Learning Model with Variational Interaction for Multilingual Program TranslationInternational Conference on Automated Software Engineering (ASE), 2024 Yali Du Hui Sun Ming Li 246 5 0 25 Aug 2024
CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and ExecutionAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Ruiyang Xu Jialun Cao Yaojie Lu Ming Wen Hongyu Lin Xianpei Han Ben He Shing-Chi Cheung Le Sun LRM ELM 366 15 0 23 Aug 2024
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 176 211 0 01 Jul 2024
Scaling Automatic Extraction of Pseudocode Levent Toksoz Gang Tan C. L. Giles 160 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 191 22 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 240 112 0 23 Apr 2024
Output Format Biases in the Evaluation of Large Language Models for Code Translation Marcos Macedo Yuan Tian F. Côgo Bram Adams 152 25 0 25 Mar 2024
Teaching Machines to Code: Smart Contract Translation with LLMs Rabimba Karanjai Lei Xu Weidong Shi 155 9 0 13 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavaš Iryna Gurevych 325 20 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 228 17 0 18 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and ToolkitACM Computing Surveys (ACM Comput. Surv.), 2023 Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 216 37 0 30 Dec 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated ExplanationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 191 20 0 13 Nov 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple ReferencesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yiqing Xie Atharva Naik Daniel Fried Carolyn Rose 115 11 0 01 Nov 2023
SUT: Active Defects Probing for Transcompiler ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Mengnan Qi Yufan Huang Maoquan Wang Yongqiang Yao Zihan Liu Bin Gu Colin B. Clement Neel Sundaresan 169 2 0 22 Oct 2023
Program Translation via Code DistillationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yufan Huang Mengnan Qi Yongqiang Yao Maoquan Wang Bin Gu Colin B. Clement Neel Sundaresan 240 11 0 17 Oct 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 191 15 0 15 Oct 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weixiang Yan Yuchen Tian Yunzhe Li Qian Chen Wen Wang 263 73 0 08 Oct 2023
Guess & Sketch: Language Model Guided TranspilationInternational Conference on Learning Representations (ICLR), 2023 Celine Lee Abdulrahman Mahmoud Michal Kurek Simone Campanoni David Brooks Stephen Chong Gu-Yeon Wei Alexander M. Rush 124 7 0 25 Sep 2023
Trustworthy and Synergistic Artificial Intelligence for Software Engineering: Vision and Roadmaps David Lo 170 52 0 08 Sep 2023
Automatically Testing Functional Properties of Code Translation ModelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Hasan Ferit Eniser Valentin Wüstholz M. Christakis 159 7 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 331 2,614 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 364 56 0 19 Aug 2023
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tianyu Chen Lin Li ZhuLiuchuan ZhuLiuchuan Zongyang Li Xueqing Liu Guangtai Liang Qianxiang Wang Tao Xie 164 5 0 09 Aug 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 194 27 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 194 25 0 26 Jun 2023
CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic ExecutionEuropean Conference on Artificial Intelligence (ECAI), 2023 Prithwish Jana Piyush Jha Haoyang Ju Gautham Kishore Aryan Mahajan Vijay Ganesh 286 28 0 11 Jun 2023
Validating Multimedia Content Moderation Software via Semantic FusionInternational Symposium on Software Testing and Analysis (ISSTA), 2023 Wenxuan Wang Jingyuan Huang Chang Chen Jiazhen Gu Jianping Zhang Weibin Wu Pinjia He Michael Lyu 172 11 0 23 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code GenerationNeural Information Processing Systems (NeurIPS), 2023 Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 760 1,305 0 02 May 2023
Teaching Large Language Models to Self-DebugInternational Conference on Learning Representations (ICLR), 2023 Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 405 864 0 11 Apr 2023
Planning with Large Language Models for Code GenerationInternational Conference on Learning Representations (ICLR), 2023 Shun Zhang Zhenfang Chen Songlin Yang Mingyu Ding J. Tenenbaum Chuang Gan 189 207 0 09 Mar 2023
ADELT: Transpilation Between Deep Learning FrameworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Linyuan Gong Jiayi Wang Alvin Cheung 184 4 0 07 Mar 2023