Beyond Functional Correctness: Investigating Coding Style
Inconsistencies in Large Language Models

Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models

29 June 2024

Yanlin Wang

Zibin Zheng

Papers citing "Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models"

6 / 6 papers shown

Title
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 114 11 0 20 Jan 2025
Analyzing the Performance of Large Language Models on Code Summarization Rajarshi Haldar J. Hockenmaier 27 16 0 10 Apr 2024
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation Zejun Wang Jia Li Ge Li Zhi Jin 23 10 0 01 Nov 2023
Large Language Model-Aware In-Context Learning for Code Generation Jia Li Ge Li Chongyang Tao Jia Li Huangzhao Zhang Fang Liu Zhi Jin 44 24 0 15 Oct 2023
Guiding Language Models of Code with Global Context using Monitors Lakshya A Agrawal Aditya Kanade Navin Goyal Shuvendu K. Lahiri S. Rajamani 38 23 0 19 Jun 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 178 780 0 02 May 2023