LeDex: Training LLMs to Better Self-Debug and Explain Code

17 February 2025

Papers citing "LeDex: Training LLMs to Better Self-Debug and Explain Code"

32 / 32 papers shown

Title
Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee 64 0 0 26 May 2025
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging Weiming Zhang Qingyao Li Xinyi Dai Jizheng Chen Kounianhua Du Weinan Zhang Weiwen Liu Yasheng Wang Ruiming Tang Yong Yu LRM 40 0 0 21 May 2025
Internet of Agents: Fundamentals, Applications, and Challenges Yuntao Wang Shaolong Guo Yanghe Pan Zhou Su Fahao Chen Tom H. Luan Peng Li Jiawen Kang Dusit Niyato LLMAG LM&Ro AI4CE 120 1 0 12 May 2025
SRLCG: Self-Rectified Large-Scale Code Generation with Multidimensional Chain-of-Thought and Dynamic Backtracking Hongru Ma Yanjie Liang Jiasheng Si Weiyu Zhang Hongjiao Guan Chaoqun Zheng Bing Xu Wenpeng Lu LRM 110 1 0 01 Apr 2025
RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing Yiqing Xie Alex Xie Divyanshu Sheth Pengfei Liu Daniel Fried Carolyn Rose LRM 97 3 0 10 Mar 2025
OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement Tianyu Zheng Ge Zhang Tianhao Shen Xueling Liu Bill Yuchen Lin Jie Fu Wenhu Chen Xiang Yue SyDa 135 126 0 08 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Guangwu Qian Keqin Li Qiuwu Chen Qiuwu Chen Lewei He 90 17 0 29 Dec 2024
Multi-Programming Language Sandbox for LLMs Shihan Dou Jiazheng Zhang Jianxiang Zang Yunbo Tao Wenmeng Zhou ... Yixin Cao Tao Gui Xipeng Qiu Qi Zhang Xuanjing Huang 80 1 0 30 Oct 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 48 3 0 24 Oct 2024
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging Yuling Shi Songsong Wang Chengcheng Wan Xiaodong Gu ELM 72 7 0 02 Oct 2024
VDebugger: Harnessing Execution Feedback for Debugging Visual Programs Xueqing Wu Zongyu Lin Songyan Zhao Te-Lin Wu Pan Lu Nanyun Peng Kai-Wei Chang LRM 78 2 0 19 Jun 2024
CYCLE: Learning to Self-Refine the Code Generation Yangruibo Ding Marcus J. Min Gail E. Kaiser Baishakhi Ray 115 32 0 27 Mar 2024
Leveraging Print Debugging to Improve Code Generation in Large Language Models Xueyu Hu Kun Kuang Jiankai Sun Hongxia Yang Leilei Gan 35 11 0 10 Jan 2024
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 314 4,288 0 09 Jun 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 54 88 0 29 May 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model Rafael Rafailov Archit Sharma E. Mitchell Stefano Ermon Christopher D. Manning Chelsea Finn ALM 313 3,935 0 29 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 52 474 0 13 May 2023
Self-Edit: Fault-Aware Code Editor for Code Generation Kechi Zhang Zhuo Li Jia Li Ge Li Zhi Jin 76 102 0 06 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 201 168 0 03 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 222 909 0 02 May 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 93 688 0 11 Apr 2023
Improving Code Generation by Training with Natural Language Feedback Angelica Chen Jérémy Scheurer Tomasz Korbak Jon Ander Campos Jun Shern Chan Samuel R. Bowman Kyunghyun Cho Ethan Perez SyDa ALM AI4CE 51 78 0 28 Mar 2023
Execution-based Code Generation using Deep Reinforcement Learning Parshin Shojaee Aneesh Jain Sindhu Tipirneni Chandan K. Reddy 74 57 0 31 Jan 2023
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese Guosheng Lin SyDa ALM 180 255 0 05 Jul 2022
Training Language Models with Language Feedback Jérémy Scheurer Jon Ander Campos Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 80 51 0 29 Apr 2022
Competition-Level Code Generation with AlphaCode Yujia Li David Choi Junyoung Chung Nate Kushman Julian Schrittwieser ... Esme Sutherland Robson Pushmeet Kohli Nando de Koray Kavukcuoglu Oriol Vinyals 83 1,372 0 08 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 282 1,556 0 02 Sep 2021
Program Synthesis with Large Language Models Jacob Austin Augustus Odena Maxwell Nye Maarten Bosma Henryk Michalewski ... Ellen Jiang Carrie J. Cai Michael Terry Quoc V. Le Charles Sutton ELM AIMat ReCod ALM 180 1,937 0 16 Aug 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 205 5,513 0 07 Jul 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He D. Song Jacob Steinhardt ELM AIMat ALM 243 679 0 20 May 2021
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 97 1,022 0 21 Apr 2020
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 448 19,006 0 20 Jul 2017