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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HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization Qiwei Peng Yekun Chai Xuhong Li ELM LM&MA 26 33 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 28 40 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 20 0 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 30 91 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 19 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 16 43 0 24 Feb 2024
Studying LLM Performance on Closed- and Open-source Data Toufique Ahmed Christian Bird Prem Devanbu Saikat Chakraborty 43 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 23 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 Jundong Li Lu Cheng Huan Liu SyDa 39 44 0 21 Feb 2024
KetGPT - Dataset Augmentation of Quantum Circuits using Transformers Boran Apak Medina Bandic Aritra Sarkar Sebastian Feld 18 7 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 36 6 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 22 13 0 15 Feb 2024
Instruction Tuning for Secure Code Generation Jingxuan He Mark Vero Gabriela Krasnopolska Martin Vechev 10 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 21 8 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 19 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 19 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 11 5 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 107 347 0 09 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 11 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 10 0 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 20 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 11 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 26 5 0 04 Feb 2024
BetterV: Controlled Verilog Generation with Discriminative Guidance Zehua Pei Hui-Ling Zhen M. Yuan Yu Huang Bei Yu 17 53 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 58 19 0 03 Feb 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code Dong Huang Yuhao Qing Weiyi Shang Heming Cui Jie M. Zhang 77 10 0 03 Feb 2024
Getting the most out of your tokenizer for pre-training and domain adaptation Gautier Dagan Gabriele Synnaeve Baptiste Rozière 19 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 11 7 0 01 Feb 2024
Large Language Models Based Fuzzing Techniques: A Survey Linghan Huang Peizhou Zhao Huaming Chen Lei Ma 11 6 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 10 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 32 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 19 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 17 42 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 10 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 31 624 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 30 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 16 7 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 15 2 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 37 0 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 34 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 34 57 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 23 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 11 4 0 16 Jan 2024
JumpCoder: Go Beyond Autoregressive Coder via Online Modification Mouxiang Chen Hao Tian Zhongxi Liu Xiaoxue Ren Jianling Sun SyDa KELM 20 2 0 15 Jan 2024
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models Nafis Tanveer Islam Mohammad Bahrami Karkevandi Peyman Najafirad 14 2 0 13 Jan 2024
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Yuling Shi Hongyu Zhang Chengcheng Wan Xiaodong Gu DeLMO 11 3 0 12 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 50 22 0 11 Jan 2024
DebugBench: Evaluating Debugging Capability of Large Language Models Runchu Tian Yining Ye Yujia Qin Xin Cong Yankai Lin ... Yesai Wu Haotian Hui Weichuan Liu Zhiyuan Liu Maosong Sun ELM 19 28 0 09 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 24 9 0 09 Jan 2024
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs Ankit Yadav Himanshu Beniwal Mayank Singh LRM ALM 14 12 0 08 Jan 2024