Bugs in Large Language Models Generated Code: An Empirical Study

Bugs in Large Language Models Generated Code: An Empirical Study

13 March 2024

Arghavan Moradi Dakhel

Michel C. Desmarais

Papers citing "Bugs in Large Language Models Generated Code: An Empirical Study"

10 / 10 papers shown

Title
Hallucination by Code Generation LLMs: Taxonomy, Benchmarks, Mitigation, and Challenges Yunseo Lee John Youngeun Song Dongsun Kim Jindae Kim Mijung Kim Jaechang Nam HILM LRM 33 0 0 29 Apr 2025
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation Peiding Wang L. Zhang Fang Liu Lin Shi Minxiao Li Bo Shen An Fu ELM LRM 37 0 0 05 Mar 2025
Turbulence: Systematically and Automatically Testing Instruction-Tuned Large Language Models for Code Shahin Honarvar Mark van der Wilk Alastair Donaldson 72 6 0 28 Jan 2025
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Z. Li LRM ELM 56 6 0 04 Nov 2024
A Deep Dive Into Large Language Model Code Generation Mistakes: What and Why? QiHong Chen Jiawei Li Jiecheng Deng Jiachen Yu Justin Tian Jin Chen Iftekhar Ahmed 35 0 0 03 Nov 2024
Exploring and Evaluating Hallucinations in LLM-Powered Code Generation Fang Liu Yang Liu Lin Shi Houkun Huang Ruifeng Wang Zhen Yang Li Zhang Zhongqi Li Yuchi Ma 25 102 0 01 Apr 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code Dong Huang Yuhao Qing Weiyi Shang Heming Cui Jie M. Zhang 71 10 0 03 Feb 2024
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 163 388 0 02 May 2023
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
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 183 1,098 0 09 Feb 2021