CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules

13 October 2023

Hailin Chen

Papers citing "CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules"

39 / 39 papers shown

Title
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 48 0 0 01 Apr 2025
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications Leming Shen Qiang Yang Yuanqing Zheng Mo Li 38 1 0 07 Mar 2025
Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs Dayu Yang Tianyang Liu Daoan Zhang Antoine Simoulin Xiaoyi Liu ... Zhaopu Teng Xin Qian Grey Yang Jiebo Luo Julian McAuley ReLM OffRL LRM 81 3 0 26 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 77 3 0 24 Feb 2025
LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness Tong Ye Weigang Huang X. Zhang Tengfei Ma Peiyu Liu Jianwei Yin Wenhai Wang LLMAG 45 2 0 17 Feb 2025
CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models Jierui Li Hung Le Yingbo Zhou Caiming Xiong Silvio Savarese Doyen Sahoo LLMAG 31 5 0 07 Nov 2024
Multi-Programming Language Sandbox for LLMs Shihan Dou Jiazheng Zhang Jianxiang Zang Yunbo Tao W. Zhou ... Yixin Cao Tao Gui Xipeng Qiu Qi Zhang Xuanjing Huang 51 1 0 30 Oct 2024
Survey of User Interface Design and Interaction Techniques in Generative AI Applications Reuben Luera Ryan Rossi Alexa F. Siu Franck Dernoncourt Tong Yu ... Hanieh Salehy Jian Zhao Samyadeep Basu Puneet Mathur Nedim Lipka AI4TS 55 1 0 28 Oct 2024
Self-Explained Keywords Empower Large Language Models for Code Generation Lishui Fan Mouxiang Chen Zhongxin Liu 35 1 0 21 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 27 0 0 02 Oct 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Ziyang Luo Xin Li Hongzhan Lin Jing Ma Lidong Bing VLM 27 0 0 01 Oct 2024
Data Analysis in the Era of Generative AI J. Inala Chenglong Wang Steven Drucker Gonzalo Ramos Victor C. Dibia N. Riche Dave Brown Dan Marshall Jianfeng Gao 15 6 0 27 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Xin Peng Zhenpeng Chen Lingming Zhang Yiling Lou AI4CE LLMAG LM&Ro 37 36 0 04 Sep 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 79 1 0 14 Aug 2024
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study Shihan Dou Haoxiang Jia Shenxi Wu Huiyuan Zheng Weikang Zhou ... Xunliang Cai Tao Gui Xipeng Qiu Qi Zhang Xuanjing Huang 19 22 0 08 Jul 2024
INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness Hung Le Yingbo Zhou Caiming Xiong Silvio Savarese Doyen Sahoo 38 2 0 23 Jun 2024
TextGrad: Automatic "Differentiation" via Text Mert Yuksekgonul Federico Bianchi Joseph Boen Sheng Liu Zhi Huang Carlos Guestrin James Zou LLMAG OOD AI4CE 29 31 0 11 Jun 2024
PathOCL: Path-Based Prompt Augmentation for OCL Generation with GPT-4 Seif Abukhalaf Mohammad Hamdaqa Foutse Khomh LLMAG 22 6 0 21 May 2024
Large Language Models Synergize with Automated Machine Learning Jinglue Xu Jialong Li Zhen Liu Nagar Anthel Venkatesh Suryanarayanan Guoyuan Zhou Jia Guo Hitoshi Iba Kenji Tei 25 4 0 06 May 2024
PECC: Problem Extraction and Coding Challenges Patrick Haller Jonas Golde Alan Akbik ReLM 19 5 0 29 Apr 2024
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs Yu Xia Rui Wang Xu Liu Mingyan Li Tong Yu Xiang Chen Julian McAuley Shuai Li LRM 37 16 0 24 Apr 2024
Testing the Effect of Code Documentation on Large Language Model Code Understanding William Macke Michael Doyle 25 1 0 03 Apr 2024
PropTest: Automatic Property Testing for Improved Visual Programming Jaywon Koo Ziyan Yang Paola Cascante-Bonilla Baishakhi Ray Vicente Ordonez LRM 17 0 0 25 Mar 2024
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing Xinyi He Jiaru Zou Yun Lin Mengyu Zhou Shi Han Zejian Yuan Dongmei Zhang 19 1 0 20 Mar 2024
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step Li Zhong Zilong Wang Jingbo Shang 19 47 0 25 Feb 2024
Recursive Chain-of-Feedback Prevents Performance Degradation from Redundant Prompting Jinwoo Ahn Kyuseung Shin ReLM LRM AI4CE 11 1 0 05 Feb 2024
Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering T. Ridnik Dedy Kredo Itamar Friedman 17 56 0 16 Jan 2024
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Jingyao Li Pengguang Chen Jiaya Jia Hong Xu Jiaya Jia LRM 17 12 0 26 Dec 2023
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dong Huang Jie M.Zhang Michael Luck Qi Bu Yuhao Qing Heming Cui LLMAG 12 0 0 20 Dec 2023
LLM-Assisted Code Cleaning For Training Accurate Code Generators Naman Jain Tianjun Zhang Wei-Lin Chiang Joseph E. Gonzalez Koushik Sen Ion Stoica 28 20 0 25 Nov 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 13 15 0 17 Aug 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 138 163 0 03 May 2023
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 118 232 0 05 Jul 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 199 1,451 0 02 Sep 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 189 614 0 20 May 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 186 853 0 09 Feb 2021