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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JumpCoder: Go Beyond Autoregressive Coder via Online Modification Mouxiang Chen Hao Tian Zhongxi Liu Xiaoxue Ren Jianling Sun SyDa KELM 43 2 0 15 Jan 2024
Code Security Vulnerability Repair Using Reinforcement Learning with Large Language Models Nafis Tanveer Islam Mohammad Bahrami Karkevandi Peyman Najafirad 28 6 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 24 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 57 56 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 35 28 0 09 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 34 10 0 09 Jan 2024
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs Ankit Yadav Himanshu Beniwal Mayank Singh LRM ALM 25 12 0 08 Jan 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models David de-Fitero-Dominguez Eva García-López Antonio Garcia-Cabot J. Martínez-Herráiz 19 11 0 08 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 29 11 0 05 Jan 2024
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language Model Yichen Zhu Minjie Zhu Ning Liu Zhicai Ou Xiaofeng Mou Jian Tang 74 91 0 04 Jan 2024
Understanding LLMs: A Comprehensive Overview from Training to Inference Yi-Hsueh Liu Haoyang He Tianle Han Xu-Yao Zhang Mengyuan Liu ... Xintao Hu Tuo Zhang Ning Qiang Tianming Liu Bao Ge SyDa 35 65 0 04 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 26 75 0 01 Jan 2024
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models Terry Yue Zhuo A. Zebaze Nitchakarn Suppattarachai Leandro von Werra H. D. Vries Qian Liu Niklas Muennighoff ALM 41 15 0 01 Jan 2024
Fine-tuning and Utilization Methods of Domain-specific LLMs CheonSu Jeong 21 44 0 01 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 35 20 0 30 Dec 2023
Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges Qingyao Li Lingyue Fu Weiming Zhang Xianyu Chen Jingwei Yu Wei Xia Weinan Zhang Ruiming Tang Yong Yu AI4Ed ELM 41 18 0 27 Dec 2023
A Prompt Learning Framework for Source Code Summarization Dongrui Liu Chunrong Fang Yudu You Yuchen Chen Yi Liu ... Quanjun Zhang Hanwei Qian Wei-Ye Zhao Yang Liu Zhenyu Chen LLMAG 43 13 0 26 Dec 2023
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Jingyao Li Pengguang Chen Jiaya Jia Hong Xu Jiaya Jia LRM 30 12 0 26 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 26 5 0 25 Dec 2023
Understanding the Potential of FPGA-Based Spatial Acceleration for Large Language Model Inference Hongzheng Chen Jiahao Zhang Yixiao Du Shaojie Xiang Zichao Yue Niansong Zhang Yaohui Cai Zhiru Zhang 53 34 0 23 Dec 2023
TACO: Topics in Algorithmic COde generation dataset Rongao Li Jie Fu Bo-Wen Zhang Tao Huang Zhihong Sun Chen Lyu Guang Liu Zhi Jin Moe 22 39 0 22 Dec 2023
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dong Huang Jie M.Zhang Michael Luck Qi Bu Yuhao Qing Heming Cui LLMAG 25 0 0 20 Dec 2023
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning Zhaojian Yu Xin Zhang Ning Shang Yangyu Huang Can Xu Yishujie Zhao Wenxiang Hu Qiufeng Yin SyDa 25 22 0 20 Dec 2023
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code Martin Weyssow Claudio Di Sipio Davide Di Ruscio H. Sahraoui 8 0 0 20 Dec 2023
Traces of Memorisation in Large Language Models for Code Ali Al-Kaswan M. Izadi A. van Deursen ELM 33 14 0 18 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 46 7 0 17 Dec 2023
StarVector: Generating Scalable Vector Graphics Code from Images Juan A. Rodriguez Shubham Agarwal I. Laradji Pau Rodríguez David Vazquez Christopher Pal M. Pedersoli 48 6 0 17 Dec 2023
ProTIP: Progressive Tool Retrieval Improves Planning R. Anantha Bortik Bandyopadhyay Anirudh Kashi Sayantan Mahinder Andrew W Hill Srinivas Chappidi 19 6 0 16 Dec 2023
TinyGSM: achieving >80% on GSM8k with small language models Bingbin Liu Sébastien Bubeck Ronen Eldan Janardhan Kulkarni Yuanzhi Li Anh Nguyen Rachel A. Ward Yi Zhang ALM 24 47 0 14 Dec 2023
Dynamic Retrieval-Augmented Generation Anton Shapkin Denis Litvinov Yaroslav Zharov Egor Bogomolov Timur Galimzyanov T. Bryksin SyDa RALM 28 1 0 14 Dec 2023
A Survey of Text Watermarking in the Era of Large Language Models Aiwei Liu Leyi Pan Yijian Lu Jingjing Li Xuming Hu Xi Zhang Lijie Wen Irwin King Hui Xiong Philip S. Yu WaLM 43 51 0 13 Dec 2023
Poisoned ChatGPT Finds Work for Idle Hands: Exploring Developers' Coding Practices with Insecure Suggestions from Poisoned AI Models Sanghak Oh Kiho Lee Seonhye Park Doowon Kim Hyoungshick Kim SILM 21 16 0 11 Dec 2023
DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions Fangzhou Wu Xiaogeng Liu Chaowei Xiao AAML SILM 26 26 0 07 Dec 2023
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator Chengshu Li Jacky Liang Andy Zeng Xinyun Chen Karol Hausman Dorsa Sadigh Sergey Levine Fei-Fei Li Fei Xia Brian Ichter LLMAG LRM 36 71 0 07 Dec 2023
GPT4SGG: Synthesizing Scene Graphs from Holistic and Region-specific Narratives Zuyao Chen Jinlin Wu Zhen Lei Zhaoxiang Zhang Changwen Chen 25 2 0 07 Dec 2023
FoMo Rewards: Can we cast foundation models as reward functions? Ekdeep Singh Lubana Johann Brehmer P. D. Haan Taco S. Cohen OffRL LRM 48 2 0 06 Dec 2023
Magicoder: Empowering Code Generation with OSS-Instruct Yuxiang Wei Zhe Wang Jiawei Liu Yifeng Ding Lingming Zhang SyDa 45 95 0 04 Dec 2023
A Machine Learning Approach Towards SKILL Code Autocompletion Enrique Dehaerne Bappaditya Dey Wannes Meert 24 0 0 04 Dec 2023
Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis Kiran Thorat Jiahui Zhao Yaotian Liu Hongwu Peng Xi Xie Bin Lei Jeff Zhang Caiwen Ding 29 8 0 02 Dec 2023
Self-Infilling Code Generation Lin Zheng Jianbo Yuan Zhi Zhang Hongxia Yang Lingpeng Kong 24 2 0 29 Nov 2023
Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model Yu-Chen Lin Akhilesh Kumar Norman Chang Wen-Liang Zhang Muhammad Zakir Rucha Apte Haiyang He Chao Wang Jyh-Shing Roger Jang 32 1 0 27 Nov 2023
Refactoring Programs Using Large Language Models with Few-Shot Examples Atsushi Shirafuji Yusuke Oda Jun Suzuki Makoto Morishita Yutaka Watanobe 24 33 0 20 Nov 2023
Cognitive bias in large language models: Cautious optimism meets anti-Panglossian meliorism David Thorstad 13 4 0 18 Nov 2023
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair Hanbin Wang Zhenghao Liu Shuo Wang Ganqu Cui Ning Ding Zhiyuan Liu Ge Yu KELM LRM 32 8 0 16 Nov 2023
Code Models are Zero-shot Precondition Reasoners Lajanugen Logeswaran Sungryull Sohn Yiwei Lyu Anthony Z. Liu Dong-Ki Kim Dongsub Shim Moontae Lee Honglak Lee LRM 43 2 0 16 Nov 2023
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Weixiang Yan Haitian Liu Yunkun Wang Yunzhe Li Qian Chen ... Tingyu Lin Weishan Zhao Li Zhu Hari Sundaram Shuiguang Deng ELM LRM 28 35 0 14 Nov 2023
Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations Zilu Tang Mayank Agarwal Alex Shypula Bailin Wang Derry Wijaya Jie Chen Yoon Kim LRM 37 15 0 13 Nov 2023
Online Advertisements with LLMs: Opportunities and Challenges S. Feizi Mohammadtaghi Hajiaghayi Keivan Rezaei Suho Shin OffRL 23 10 0 11 Nov 2023
AI-native Interconnect Framework for Integration of Large Language Model Technologies in 6G Systems Sasu Tarkoma Roberto Morabito Jaakko Sauvola 23 19 0 10 Nov 2023
DeepInception: Hypnotize Large Language Model to Be Jailbreaker Xuan Li Zhanke Zhou Jianing Zhu Jiangchao Yao Tongliang Liu Bo Han 44 151 0 06 Nov 2023