Is Self-Repair a Silver Bullet for Code Generation?

16 June 2023

Chenglong Wang

Papers citing "Is Self-Repair a Silver Bullet for Code Generation?"

25 / 75 papers shown

Title
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search Max Liu Chan-Hung Yu Wei-Hsu Lee Cheng-Wei Hung Yen-Chun Chen Shao-Hua Sun 55 4 0 26 May 2024
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search Nicola Dainese Matteo Merler Minttu Alakuijala Pekka Marttinen LLMAG 44 8 0 24 May 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu Yao Lai Ping Luo 46 30 0 23 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li Kaidi Wang Yanjie Zhao Kai Chen Ting Yu Yang Liu Haoyu Wang 37 23 0 08 May 2024
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models Ian Huang Guandao Yang Leonidas J. Guibas 34 3 0 26 Apr 2024
Automated Multi-Language to English Machine Translation Using Generative Pre-Trained Transformers Elijah Pelofske Vincent Urias L. Liebrock 32 0 0 23 Apr 2024
Distilling Algorithmic Reasoning from LLMs via Explaining Solution Programs Jierui Li Raymond J. Mooney LRM 27 1 0 11 Apr 2024
PropTest: Automatic Property Testing for Improved Visual Programming Jaywon Koo Ziyan Yang Paola Cascante-Bonilla Baishakhi Ray Vicente Ordonez LRM 29 2 0 25 Mar 2024
Self-Refinement of Language Models from External Proxy Metrics Feedback Keshav Ramji Young-Suk Lee R. Astudillo M. Sultan Tahira Naseem Asim Munawar Radu Florian Salim Roukos HILM 39 3 0 27 Feb 2024
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models Loka Li Zhenhao Chen Guan-Hong Chen Yixuan Zhang Yusheng Su Eric P. Xing Kun Zhang LRM 44 16 0 19 Feb 2024
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment Hao Tang Darren Key Kevin Ellis LLMAG 20 28 0 19 Feb 2024
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion Dylan Zhang Curt Tigges Zory Zhang Stella Biderman Maxim Raginsky Talia Ringer 24 11 0 23 Jan 2024
Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions Federico Cassano Luisa Li Akul Sethi Noah Shinn Abby Brennan-Jones ... Edward Berman George Chakhnashvili Anton Lozhkov C. Anderson Arjun Guha ELM KELM 51 22 0 11 Dec 2023
Magicoder: Empowering Code Generation with OSS-Instruct Yuxiang Wei Zhe Wang Jiawei Liu Yifeng Ding Lingming Zhang SyDa 45 95 0 04 Dec 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents ZhuoSheng Zhang Yao Yao Aston Zhang Xiangru Tang Xinbei Ma ... Yiming Wang Mark B. Gerstein Rui Wang Gongshen Liu Hai Zhao LLMAG LM&Ro LRM 42 53 0 20 Nov 2023
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair Hanbin Wang Zhenghao Liu Shuo Wang Ganqu Cui Ning Ding Zhiyuan Liu Ge Yu KELM LRM 32 8 0 16 Nov 2023
Can LLMs Patch Security Issues? Kamel Alrashedy Abdullah Aljasser Pradyumna Tambwekar Matthew Gombolay AAML 29 6 0 13 Nov 2023
Clover: Closed-Loop Verifiable Code Generation Chuyue Sun Ying Sheng Oded Padon Clark W. Barrett OffRL ALM 33 28 0 26 Oct 2023
LINC: A Neurosymbolic Approach for Logical Reasoning by Combining Language Models with First-Order Logic Provers Theo X. Olausson Alex Gu Benjamin Lipkin Cedegao E. Zhang Armando Solar-Lezama Josh Tenenbaum Roger Levy LRM AI4CE ReLM 49 95 0 23 Oct 2023
Prompting Code Interpreter to Write Better Unit Tests on Quixbugs Functions Vincent Li Nick Doiron 19 9 0 30 Sep 2023
DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models Licheng Wen Daocheng Fu Xin Li Xinyu Cai Tengyu Ma Pinlong Cai Min Dou Botian Shi Liang He Yu Qiao 34 146 0 28 Sep 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 32 16 0 17 Aug 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 135 240 0 05 Jul 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 366 12,003 0 04 Mar 2022
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 208 627 0 20 May 2021