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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Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository Ajinkya Deshpande Anmol Agarwal Shashank Shet Arun Shankar Iyer Aditya Kanade Ramakrishna Bairi Suresh Parthasarathy LRM 19 3 0 22 Apr 2024
Large Language Models as Test Case Generators: Performance Evaluation and Enhancement Ke-Shen Li Yuan Yuan LLMAG 20 12 0 20 Apr 2024
The Power of Words: Generating PowerShell Attacks from Natural Language Pietro Liguori Christian Marescalco R. Natella Vittorio Orbinato Luciano Pianese AAML 25 1 0 19 Apr 2024
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs Taeho Kim Yanming Wang Vatshank Chaturvedi Lokesh Gupta Seyeon Kim Yongin Kwon Sangtae Ha 20 4 0 16 Apr 2024
Fewer Truncations Improve Language Modeling Hantian Ding Zijian Wang Giovanni Paolini Varun Kumar Anoop Deoras Dan Roth Stefano Soatto 56 13 0 16 Apr 2024
LoongServe: Efficiently Serving Long-context Large Language Models with Elastic Sequence Parallelism Bingya Wu Shengyu Liu Yinmin Zhong Peng Sun Xuanzhe Liu Xin Jin RALM 22 49 0 15 Apr 2024
Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance Amit Sharma Teodor-Dumitru Ene K. Kunal Mingjie Liu Zafar Hasan Haoxing Ren 19 1 0 12 Apr 2024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation Patrice Béchard Orlando Marquez Ayala LLMAG 20 43 0 12 Apr 2024
CodeFort: Robust Training for Code Generation Models Yuhao Zhang Shiqi Wang Haifeng Qian Zijian Wang Mingyue Shang ... Sanjay Krishna Gouda Baishakhi Ray M. K. Ramanathan Xiaofei Ma Anoop Deoras 34 0 0 11 Apr 2024
A Multi-Expert Large Language Model Architecture for Verilog Code Generation Bardia Nadimi Hao Zheng 24 3 0 11 Apr 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 16 6 0 09 Apr 2024
Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models Bowen Pan Yikang Shen Haokun Liu Mayank Mishra Gaoyuan Zhang Aude Oliva Colin Raffel Rameswar Panda MoE 25 19 0 08 Apr 2024
Capabilities of Large Language Models in Control Engineering: A Benchmark Study on GPT-4, Claude 3 Opus, and Gemini 1.0 Ultra Darioush Kevian U. Syed Xing-ming Guo Aaron J. Havens Geir Dullerud Peter M. Seiler Lianhui Qin Bin Hu ELM 25 11 0 04 Apr 2024
CodeEditorBench: Evaluating Code Editing Capability of Large Language Models Jiawei Guo Ziming Li Xueling Liu Kaijing Ma Tianyu Zheng ... Xingwei Qu Xiang Yue Ge Zhang Wenhu Chen Jie Fu KELM 46 12 0 04 Apr 2024
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers Hussein Mozannar Valerie Chen Mohammed Alsobay Subhro Das Sebastian Zhao Dennis L. Wei Manish Nagireddy P. Sattigeri Ameet Talwalkar David Sontag ELM 32 18 0 03 Apr 2024
Peer-aided Repairer: Empowering Large Language Models to Repair Advanced Student Assignments Qianhui Zhao Fang Liu Li Zhang Yang Liu Zhen Yan Zhenghao Chen Yufei Zhou Jing Jiang Ge Li 20 3 0 02 Apr 2024
Stable Code Technical Report Nikhil Pinnaparaju Reshinth Adithyan Duy Phung J. Tow James Baicoianu ... Maksym Zhuravinskyi Dakota Mahan Marco Bellagente Carlos Riquelme Nathan Cooper LRM ALM 16 13 0 01 Apr 2024
Exploring and Evaluating Hallucinations in LLM-Powered Code Generation Fang Liu Yang Liu Lin Shi Houkun Huang Ruifeng Wang Zhen Yang Li Zhang Zhongqi Li Yuchi Ma 36 103 0 01 Apr 2024
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories Jia Li Ge Li Xuanming Zhang Yihong Dong Zhi Jin 29 31 0 31 Mar 2024
An Empirical Study of Automated Vulnerability Localization with Large Language Models Jian Zhang Chong Wang Anran Li Weisong Sun Cen Zhang Wei Ma Yang Liu 26 17 0 30 Mar 2024
A Survey of using Large Language Models for Generating Infrastructure as Code Kalahasti Ganesh Srivatsa Sabyasachi Mukhopadhyay Ganesh Katrapati Manish Shrivastava 25 0 0 30 Mar 2024
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM Chun Xia Yinlin Deng Lingming Zhang ALM ELM 24 25 0 28 Mar 2024
CYCLE: Learning to Self-Refine the Code Generation Yangruibo Ding Marcus J. Min Gail E. Kaiser Baishakhi Ray 25 29 0 27 Mar 2024
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 83 2 0 27 Mar 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback Zhangqian Bi Yao Wan Zheng Wang Hongyu Zhang Batu Guan Fangxin Lu Zili Zhang Yulei Sui Hai Jin Xuanhua Shi 24 13 0 25 Mar 2024
All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification Deepak Narayan Gadde Aman Kumar Thomas Nalapat Evgenii Rezunov Fabio Cappellini 14 6 0 25 Mar 2024
CodeS: Natural Language to Code Repository via Multi-Layer Sketch Daoguang Zan Ailun Yu Wei Liu Dong Chen Bo Shen ... Bei Guan Zhiguang Yang Yongji Wang Qianxiang Wang Li-zhen Cui 18 14 0 25 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 23 17 0 25 Mar 2024
CodeShell Technical Report Rui Xie Zhengran Zeng Zhuohao Yu Chang Gao Shi-Bo Zhang Wei Ye ELM 23 3 0 23 Mar 2024
On the effectiveness of Large Language Models for GitHub Workflows Xinyu Zhang Siddharth Muralee Sourag Cherupattamoolayil Aravind Machiry 20 2 0 19 Mar 2024
Repoformer: Selective Retrieval for Repository-Level Code Completion Di Wu W. Ahmad Dejiao Zhang M. K. Ramanathan Xiaofei Ma 23 9 0 15 Mar 2024
Exploring Language Model's Code Generation Ability with Auxiliary Functions Seonghyeon Lee Sanghwan Jang Seongbo Jang Dongha Lee Hwanjo Yu ALM 17 1 0 15 Mar 2024
Bugs in Large Language Models Generated Code: An Empirical Study Florian Tambon Arghavan Moradi Dakhel Amin Nikanjam Foutse Khomh Michel C. Desmarais G. Antoniol ELM 22 33 0 13 Mar 2024
Token Alignment via Character Matching for Subword Completion Ben Athiwaratkun Shiqi Wang Mingyue Shang Yuchen Tian Zijian Wang Sujan Kumar Gonugondla Sanjay Krishna Gouda Rob Kwiatowski Ramesh Nallapati Bing Xiang 32 4 0 13 Mar 2024
Bifurcated Attention: Accelerating Massively Parallel Decoding with Shared Prefixes in LLMs Ben Athiwaratkun Sujan Kumar Gonugondla Sanjay Krishna Gouda Haifeng Qian Hantian Ding ... Liangfu Chen Parminder Bhatia Ramesh Nallapati Sudipta Sengupta Bing Xiang 42 2 0 13 Mar 2024
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models Ning Ding Yulin Chen Ganqu Cui Xingtai Lv Weilin Zhao Ruobing Xie Bowen Zhou Zhiyuan Liu Maosong Sun ALM MoMe AI4CE 33 7 0 13 Mar 2024
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Naman Jain King Han Alex Gu Wen-Ding Li Fanjia Yan Tianjun Zhang Sida I. Wang Armando Solar-Lezama Koushik Sen Ion Stoica ELM 24 260 0 12 Mar 2024
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models Yan Liu Renren Jin Ling Shi Zheng Yao Deyi Xiong LRM 24 3 0 12 Mar 2024
Couler: Unified Machine Learning Workflow Optimization in Cloud Xiaoda Wang Yuan-ju Tang Tengda Guo Bo Sang Jingji Wu Jian Sha Ke Zhang Jiang Qian Mingjie Tang 12 0 0 12 Mar 2024
InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models Linyi Li Shijie Geng Zhenwen Li Yibo He Hao Yu Ziyue Hua Guanghan Ning Siwei Wang Tao Xie Hongxia Yang ELM 26 2 0 11 Mar 2024
RepoHyper: Better Context Retrieval Is All You Need for Repository-Level Code Completion Huy N. Phan Hoang N. Phan Tien N. Nguyen Nghi D. Q. Bui 27 12 0 10 Mar 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks Linyuan Gong Sida Wang Mostafa Elhoushi Alvin Cheung 27 15 0 07 Mar 2024
Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models Martin Riddell Ansong Ni Arman Cohan ELM 21 14 0 06 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavas Iryna Gurevych 24 12 0 06 Mar 2024
SynCode: LLM Generation with Grammar Augmentation Shubham Ugare Tarun Suresh Hangoo Kang Sasa Misailovic Gagandeep Singh 24 11 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 14 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 19 2 0 01 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 39 7 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 25 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 18 29 0 26 Feb 2024