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A Survey on Large Language Models for Code Generation

A Survey on Large Language Models for Code Generation

1 June 2024
Juyong Jiang
Fan Wang
Jiasi Shen
Sungju Kim
Sunghun Kim
ArXiv (abs)PDFHTML

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

25 / 225 papers shown
Can Watermarked LLMs be Identified by Users via Crafted Prompts?
Can Watermarked LLMs be Identified by Users via Crafted Prompts?International Conference on Learning Representations (ICLR), 2024
Aiwei Liu
Sheng Guan
Wenshu Fan
Leyi Pan
Yifei Zhang
Liancheng Fang
Lijie Wen
Philip S. Yu
Xuming Hu
WaLM
988
12
0
04 Oct 2024
AIME: AI System Optimization via Multiple LLM Evaluators
AIME: AI System Optimization via Multiple LLM Evaluators
Bhrij Patel
Souradip Chakraborty
Wesley A Suttle
Mengdi Wang
Amrit Singh Bedi
Dinesh Manocha
470
37
0
04 Oct 2024
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness
Tadashi: Enabling AI-Based Automated Code Generation With Guaranteed Correctness
Emil Vatai
Aleksandr Drozd
Ivan R. Ivanov
João Eduardo Batista
Yinghao Ren
Mohamed Wahib
278
2
0
04 Oct 2024
Mitigating Memorization In Language Models
Mitigating Memorization In Language Models
Mansi Sakarvadia
Aswathy Ajith
Arham Khan
Nathaniel Hudson
Caleb Geniesse
Kyle Chard
Yaoqing Yang
Ian Foster
Michael W. Mahoney
KELMMU
413
8
0
03 Oct 2024
The why, what, and how of AI-based coding in scientific research
The why, what, and how of AI-based coding in scientific research
Tonghe Zhuang
Zhicheng Lin
170
1
0
03 Oct 2024
Balancing Cost and Effectiveness of Synthetic Data Generation Strategies
  for LLMs
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
452
18
0
29 Sep 2024
Selection of Prompt Engineering Techniques for Code Generation through
  Predicting Code Complexity
Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity
Chung-Yu Wang
Alireza DaghighFarsoodeh
Hung Viet Pham
256
1
0
24 Sep 2024
Using Large Language Models to Generate Clinical Trial Tables and
  Figures
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&MALMTD
350
0
0
18 Sep 2024
Towards Agentic AI on Particle Accelerators
Towards Agentic AI on Particle Accelerators
Antonin Sulc
Thorsten Hellert
Raimund Kammering
Hayden Houscher
Jason St. John
422
4
0
10 Sep 2024
What is the Role of Small Models in the LLM Era: A Survey
What is the Role of Small Models in the LLM Era: A Survey
Lihu Chen
Gaël Varoquaux
ALM
812
55
0
10 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey
Large Language Model-Based Agents for Software Engineering: A Survey
Junwei Liu
Kaixin Wang
Yixuan Chen
Xin Peng
Zhenpeng Chen
Lingming Zhang
Xin Peng
AI4CELLMAGLM&Ro
701
139
0
04 Sep 2024
Enhancing SQL Query Generation with Neurosymbolic Reasoning
Enhancing SQL Query Generation with Neurosymbolic Reasoning
Henrijs Princis
Cristina David
Alan Mycroft
180
4
0
25 Aug 2024
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMs
LlamaDuo: LLMOps Pipeline for Seamless Migration from Service LLMs to Small-Scale Local LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Chansung Park
Juyong Jiang
Fan Wang
Sayak Paul
Jing Tang
374
6
0
24 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation
Problem Solving Through Human-AI Preference-Based CooperationComputational Linguistics (CL), 2024
Subhabrata Dutta
Timo Kaufmann
Goran Glavaš
Ivan Habernal
Kristian Kersting
Frauke Kreuter
Mira Mezini
Iryna Gurevych
Eyke Hüllermeier
Hinrich Schuetze
873
7
0
14 Aug 2024
CodexGraph: Bridging Large Language Models and Code Repositories via
  Code Graph Databases
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph DatabasesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Xiangyan Liu
Bo Lan
Zhiyuan Hu
Yang Liu
Zhicheng Zhang
Haiwei Yang
Michael Shieh
Ang Wang
329
47
0
07 Aug 2024
Non-Determinism of "Deterministic" LLM Settings
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
983
0
0
06 Aug 2024
The Impact of Hyperparameters on Large Language Model Inference
  Performance: An Evaluation of vLLM and HuggingFace Pipelines
The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
Agathe Balayn
269
9
0
02 Aug 2024
WebApp1K: A Practical Code-Generation Benchmark for Web App Development
WebApp1K: A Practical Code-Generation Benchmark for Web App Development
Yi Cui
ALM
84
9
0
30 Jul 2024
Grammar-based Game Description Generation using Large Language Models
Grammar-based Game Description Generation using Large Language Models
Tsunehiko Tanaka
Edgar Simo-Serra
328
7
0
24 Jul 2024
Meta Large Language Model Compiler: Foundation Models of Compiler
  Optimization
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
Chris Cummins
Volker Seeker
Dejan Grubisic
Baptiste Roziere
Jonas Gehring
Gabriel Synnaeve
Hugh Leather
265
58
0
27 Jun 2024
A Survey on Mixture of Experts in Large Language Models
A Survey on Mixture of Experts in Large Language Models
Weilin Cai
Juyong Jiang
Fan Wang
Jing Tang
Sunghun Kim
Jiayi Huang
MoE
483
70
0
26 Jun 2024
A Systematic Literature Review on the Use of Machine Learning in
  Software Engineering
A Systematic Literature Review on the Use of Machine Learning in Software Engineering
Nyaga Fred
I. O. Temkin
454
1
0
19 Jun 2024
VersiCode: Towards Version-controllable Code Generation
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
255
11
0
11 Jun 2024
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts
Weilin Cai
Juyong Jiang
Le Qin
Junwei Cui
Sunghun Kim
Jiayi Huang
529
22
0
07 Apr 2024
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023
Ziyang Luo
Can Xu
Lu Wang
Qingfeng Sun
Xiubo Geng
Wenxiang Hu
Chongyang Tao
Jing Ma
Qingwei Lin
Daxin Jiang
ELMSyDaALM
735
865
0
14 Jun 2023
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