A Performance Study of LLM-Generated Code on Leetcode

31 July 2024

Papers citing "A Performance Study of LLM-Generated Code on Leetcode"

15 / 15 papers shown

Title
MARCO: A Multi-Agent System for Optimizing HPC Code Generation Using Large Language Models Asif Rahman Veljko Cvetkovic Kathleen Reece Aidan Walters Yasir Hassan Aneesh Tummeti Bryan Torres Denise Cooney Margaret Ellis Dimitrios S. Nikolopoulos LLMAG 45 0 0 06 May 2025
CCCI: Code Completion with Contextual Information for Complex Data Transfer Tasks Using Large Language Models Hangzhan Jin Mohammad Hamdaqa 50 0 0 29 Mar 2025
Teaching AI to Handle Exceptions: Supervised Fine-Tuning with Human-Aligned Judgment Matthew DosSantos DiSorbo Harang Ju Sinan Aral ELM LRM 55 0 0 04 Mar 2025
Pragmatic Reasoning improves LLM Code Generation Zhuchen Cao Sven Apel Adish Singla Vera Demberg LRM 34 0 0 20 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
Performance Review on LLM for solving leetcode problems Lun Wang Chuanqi Shi Shaoshui Du Yiyi Tao Yixian Shen Hang Zheng Yanxin Shen Xinyu Qiu ELM 37 0 0 16 Feb 2025
LLM4DS: Evaluating Large Language Models for Data Science Code Generation Nathalia Nascimento Everton Guimaraes Sai Sanjna Chintakunta Santhosh Anitha Boominathan ALM ELM 72 1 0 16 Nov 2024
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines Agathe Balayn 37 2 0 02 Aug 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 178 780 0 02 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 203 2,232 0 22 Mar 2023
Grounded Copilot: How Programmers Interact with Code-Generating Models Shraddha Barke M. James Nadia Polikarpova 136 212 0 30 Jun 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 196 624 0 26 Feb 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 204 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 194 614 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 190 853 0 09 Feb 2021