CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

25 March 2022

Erik Nijkamp

Yingbo Zhou

Silvio Savarese

Caiming Xiong

ELM

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Papers citing "CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis"

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Title
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavas Iryna Gurevych 40 13 0 06 Mar 2024
SynCode: LLM Generation with Grammar Augmentation Shubham Ugare Tarun Suresh Hangoo Kang Sasa Misailovic Gagandeep Singh 37 12 0 03 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-jiao Gong SyDa ALM 22 17 0 02 Mar 2024
Semi-Instruct: Bridging Natural-Instruct and Self-Instruct for Code Large Language Models Xianzhen Luo Qingfu Zhu Zhiming Zhang Xu Wang Qing Yang Dongliang Xu Wanxiang Che ALM 32 2 0 01 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 52 8 0 29 Feb 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 44 4 0 29 Feb 2024
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models Huijie Lv Xiao Wang Yuan Zhang Caishuang Huang Shihan Dou Junjie Ye Tao Gui Qi Zhang Xuanjing Huang AAML 44 29 0 26 Feb 2024
HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization Qiwei Peng Yekun Chai Xuhong Li ELM LM&MA 41 35 0 26 Feb 2024
RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation Qinyu Luo Yining Ye Shihao Liang Zhong Zhang Yujia Qin ... Yankai Lin Yingli Zhang Xiaoyin Che Zhiyuan Liu Maosong Sun LLMAG 36 41 0 26 Feb 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions Yuan Zhang Xiao Wang Zhiheng Xi Han Xia Tao Gui Qi Zhang Xuanjing Huang 36 3 0 26 Feb 2024
CodeS: Towards Building Open-source Language Models for Text-to-SQL Haoyang Li Jing Zhang Hanbing Liu Ju Fan Xiaokang Zhang Jun Zhu Renjie Wei Hongyan Pan Cuiping Li Hong Chen ELM AI4TS 38 92 0 26 Feb 2024
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step Li Zhong Zilong Wang Jingbo Shang 29 47 0 25 Feb 2024
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models Yihong Dong Xue Jiang Huanyu Liu Zhi Jin Bin Gu Mengfei Yang Ge Li 24 44 0 24 Feb 2024
Studying LLM Performance on Closed- and Open-source Data Toufique Ahmed Christian Bird Prem Devanbu Saikat Chakraborty 72 9 0 23 Feb 2024
Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization Jiliang Li Yifan Zhang Z. Karas Collin McMillan Kevin Leach Yu Huang 31 11 0 22 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Wenlin Yao Lu Cheng Huan Liu SyDa 56 50 0 21 Feb 2024
KetGPT - Dataset Augmentation of Quantum Circuits using Transformers Boran Apak Medina Bandic Aritra Sarkar Sebastian Feld 26 8 0 20 Feb 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation Demin Song Honglin Guo Yunhua Zhou Shuhao Xing Yudong Wang ... Wenwei Zhang Qipeng Guo Hang Yan Xipeng Qiu Dahua Lin SyDa 65 8 0 20 Feb 2024
X-lifecycle Learning for Cloud Incident Management using LLMs Drishti Goel Fiza Husain Aditya Singh Supriyo Ghosh Anjaly Parayil Chetan Bansal Xuchao Zhang Saravan Rajmohan 72 13 0 15 Feb 2024
Instruction Tuning for Secure Code Generation Jingxuan He Mark Vero Gabriela Krasnopolska Martin Vechev 21 16 0 14 Feb 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Yejie Wang Keqing He Guanting Dong Pei Wang Weihao Zeng ... Yutao Mou Mengdi Zhang Jingang Wang Xunliang Cai Weiran Xu ALM 26 9 0 14 Feb 2024
Analyzing Prompt Influence on Automated Method Generation: An Empirical Study with Copilot Ionut Daniel Fagadau Leonardo Mariani D. Micucci O. Riganelli 27 7 0 13 Feb 2024
Grounding Data Science Code Generation with Input-Output Specifications Yeming Wen Pengcheng Yin Kensen Shi Henryk Michalewski Swarat Chaudhuri A. Polozov SyDa 46 10 0 12 Feb 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models Mingzhe Du A. Luu Bin Ji Qian Liu See-Kiong Ng ALM ELM OffRL 24 6 0 12 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 18 1 0 08 Feb 2024
Hierarchical Large Language Models in Cloud Edge End Architecture for Heterogeneous Robot Cluster Control Zhirong Luan Yujun Lai Rundong Huang Yan Yan Jingwei Wang Jizhou Lu Badong Chen 29 1 0 06 Feb 2024
Automatic Robotic Development through Collaborative Framework by Large Language Models Zhirong Luan Yujun Lai Rundong Huang Xiaruiqi Lan Liangjun Chen Badong Chen LLMAG 25 1 0 06 Feb 2024
UniTSyn: A Large-Scale Dataset Capable of Enhancing the Prowess of Large Language Models for Program Testing Yifeng He Jiabo Huang Yuyang Rong Yiwen Guo Ethan Wang Hao Chen 26 4 0 04 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 34 7 0 04 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 32 54 0 03 Feb 2024
Calibration and Correctness of Language Models for Code Claudio Spiess David Gros Kunal Suresh Pai Michael Pradel Md Rafiqul Islam Rabin Amin Alipour Susmit Jha Prem Devanbu Toufique Ahmed 63 19 0 03 Feb 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code Dong Huang Yuhao Qing Weiyi Shang Heming Cui Jie M. Zhang 85 31 0 03 Feb 2024
Getting the most out of your tokenizer for pre-training and domain adaptation Gautier Dagan Gabriele Synnaeve Baptiste Rozière 34 20 0 01 Feb 2024
Ocassionally Secure: A Comparative Analysis of Code Generation Assistants Ran Elgedawy John Sadik Senjuti Dutta Anuj Gautam Konstantinos Georgiou Farzin Gholamrezae Fujiao Ji Kyungchan Lim Qian Liu Scott Ruoti 23 7 0 01 Feb 2024
On the Challenges of Fuzzing Techniques via Large Language Models Linghan Huang Peizhou Zhao Huaming Chen Lei Ma 16 14 0 01 Feb 2024
Improving Reinforcement Learning from Human Feedback with Efficient Reward Model Ensemble Shun Zhang Zhenfang Chen Sunli Chen Yikang Shen Zhiqing Sun Chuang Gan 25 26 0 30 Jan 2024
PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models Simin Chen Xiaoning Feng Xiao Han Cong Liu Wei Yang 42 3 0 28 Jan 2024
Hardware Phi-1.5B: A Large Language Model Encodes Hardware Domain Specific Knowledge Weimin Fu Shijie Li Yifang Zhao Haocheng Ma R. Dutta Xuan Zhang Kaichen Yang Yier Jin Xiaolong Guo ALM 34 10 0 27 Jan 2024
How Beginning Programmers and Code LLMs (Mis)read Each Other S. Nguyen Hannah McLean Babe Yangtian Zi Arjun Guha C. Anderson Molly Q. Feldman 25 43 0 26 Jan 2024
ZS4C: Zero-Shot Synthesis of Compilable Code for Incomplete Code Snippets using ChatGPT Azmain Kabir Shaowei Wang Yuan Tian Tse-Hsun Chen Chen Muhammad Asaduzzaman Wenbin Zhang 12 1 0 25 Jan 2024
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence Daya Guo Qihao Zhu Dejian Yang Zhenda Xie Kai Dong ... Yu-Huan Wu Y. K. Li Fuli Luo Yingfei Xiong W. Liang ELM 48 664 0 25 Jan 2024
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4 Xuchao Zhang Supriyo Ghosh Chetan Bansal Rujia Wang Ming-Jie Ma Yu Kang Saravan Rajmohan 38 23 0 24 Jan 2024
Transformer-Based Models Are Not Yet Perfect At Learning to Emulate Structural Recursion Dylan Zhang Curt Tigges Zory Zhang Stella Biderman Maxim Raginsky Talia Ringer 24 11 0 23 Jan 2024
Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models James Prather Paul Denny Juho Leinonen IV DavidH.Smith Brent N. Reeves Stephen MacNeil Brett A. Becker Andrew Luxton-Reilly Thezyrie Amarouche Bailey Kimmel AI4Ed 31 5 0 19 Jan 2024
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models Mayank Agarwal Yikang Shen Bailin Wang Yoon Kim Jie Chen 45 5 0 19 Jan 2024
LangProp: A code optimization framework using Large Language Models applied to driving Shu Ishida Gianluca Corrado George Fedoseev Hudson Yeo Lloyd Russell Jamie Shotton João F. Henriques Anthony Hu 59 11 0 18 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference Zhensu Sun Xiaoning Du Fu Song Shangwen Wang Li Li 28 10 0 18 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024