A Survey on Large Language Models for Code Generation

1 June 2024

Fan Wang

Papers citing "A Survey on Large Language Models for Code Generation"

27 / 127 papers shown

Title
Large Language Models as Code Executors: An Exploratory Study Chenyang Lyu Lecheng Yan Rui Xing Wenxi Li Younes Samih Tianbo Ji Longyue Wang ELM ALM LRM 69 7 0 09 Oct 2024
ChatVis: Automating Scientific Visualization with a Large Language Model Tanwi Mallick Orcun Yildiz David Lenz Tom Peterka 48 1 0 07 Oct 2024
Can Watermarked LLMs be Identified by Users via Crafted Prompts? Aiwei Liu Sheng Guan Yang Liu Leyi Pan Yifei Zhang Liancheng Fang Lijie Wen Philip S. Yu Xuming Hu WaLM 388 5 0 04 Oct 2024
AIME: AI System Optimization via Multiple LLM Evaluators Bhrij Patel Souradip Chakraborty Wesley A Suttle Mengdi Wang Amrit Singh Bedi Dinesh Manocha 65 15 0 04 Oct 2024
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness Emil Vatai Aleksandr Drozd Ivan R. Ivanov João Eduardo Batista Yinghao Ren Mohamed Wahib 97 1 0 04 Oct 2024
Mitigating Memorization In Language Models Mansi Sakarvadia Aswathy Ajith Arham Khan Nathaniel Hudson Caleb Geniesse Kyle Chard Yaoqing Yang Ian Foster Michael W. Mahoney KELM MU 126 2 0 03 Oct 2024
The why, what, and how of AI-based coding in scientific research Tonghe Zhuang Zhicheng Lin 53 0 0 03 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies for LLMs Yung-Chieh Chan George Pu Apaar Shanker Parth Suresh Penn Jenks John Heyer Sam Denton SyDa 83 10 0 29 Sep 2024
Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity Chung-Yu Wang Alireza DaghighFarsoodeh Hung Viet Pham 80 1 0 24 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and Figures Yumeng Yang Peter Krusche Kristyn Pantoja Cheng Shi Ethan B. Ludmir Kirk Roberts Gen Zhu LM&MA LMTD 80 0 0 18 Sep 2024
Towards Agentic AI on Particle Accelerators Antonin Sulc Thorsten Hellert Raimund Kammering Hayden Houscher Jason St. John 66 3 0 10 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 242 32 0 10 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Mingwei Liu Zhenpeng Chen Lingming Zhang Xin Peng AI4CE LLMAG LM&Ro 108 61 0 04 Sep 2024
Enhancing SQL Query Generation with Neurosymbolic Reasoning Henrijs Princis Cristina David Alan Mycroft 68 2 0 25 Aug 2024
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs Chansung Park Juyong Jiang Fan Wang Sayak Paul Jing Tang 109 2 0 24 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavaš Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 221 2 0 14 Aug 2024
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases Xiangyan Liu Bo Lan Zhiyuan Hu Yang Liu Zhicheng Zhang Fei Wang Michael Shieh Ang Wang 98 17 0 07 Aug 2024
Non-Determinism of "Deterministic" LLM Settings Berk Atil Alexa Chittams Liseng Fu Ferhan Ture Lixinyu Xu ... Tomasz Tudrej Ferhan Ture Zhe Wu Lixinyu Xu Breck Baldwin 115 6 0 06 Aug 2024
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines Agathe Balayn 79 3 0 02 Aug 2024
WebApp1K: A Practical Code-Generation Benchmark for Web App Development Yi Cui ALM 30 4 0 30 Jul 2024
Grammar-based Game Description Generation using Large Language Models Tsunehiko Tanaka Edgar Simo-Serra 133 2 0 24 Jul 2024
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Baptiste Roziere Jonas Gehring Gabriel Synnaeve Hugh Leather 92 29 0 27 Jun 2024
A Survey on Mixture of Experts in Large Language Models Weilin Cai Juyong Jiang Fan Wang Jing Tang Sunghun Kim Jiayi Huang MoE 57 70 0 26 Jun 2024
A Systematic Literature Review on the Use of Machine Learning in Software Engineering Nyaga Fred I. O. Temkin 171 0 0 19 Jun 2024
VersiCode: Towards Version-controllable Code Generation Tongtong Wu Weigang Wu Xingyu Wang Kang Xu Suyu Ma Bo Jiang Ping Yang Zhenchang Xing Yuan-Fang Li Gholamreza Haffari 103 5 0 11 Jun 2024
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts Weilin Cai Juyong Jiang Le Qin Junwei Cui Sunghun Kim Jiayi Huang 180 10 0 07 Apr 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 181 697 0 14 Jun 2023