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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Responsible Multilingual Large Language Models: A Survey of Development, Applications, and Societal Impact Junhua Liu Bin Fu LRM 16 1 0 23 Oct 2024
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 38 2 0 23 Oct 2024
Semantic-guided Search for Efficient Program Repair with Large Language Models Thanh Le-Cong Bach Le Toby Murray 18 0 0 22 Oct 2024
Self-Explained Keywords Empower Large Language Models for Code Generation Lishui Fan Mouxiang Chen Zhongxin Liu 31 1 0 21 Oct 2024
Improving Parallel Program Performance with LLM Optimizers via Agent-System Interface Anjiang Wei Allen Nie Thiago S. F. X. Teixeira Rohan Yadav Wonchan Lee Ke Wang Alex Aiken 16 0 0 21 Oct 2024
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization Zihui Wu Haichang Gao Ping Wang Shudong Zhang Zhaoxiang Liu Shiguo Lian 16 0 0 19 Oct 2024
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models Chengyu Du Jinyi Han Yizhou Ying Aili Chen Qianyu He ... Haoran Guo Jiaqing Liang Zulong Chen Liangyue Li Yanghua Xiao KELM CLL LRM 22 1 0 17 Oct 2024
BenchmarkCards: Large Language Model and Risk Reporting Anna Sokol Nuno Moniz Elizabeth M. Daly Michael Hind Nitesh V. Chawla 18 0 0 16 Oct 2024
SoK: Prompt Hacking of Large Language Models Baha Rababah Shang Wu Matthew Kwiatkowski Carson Leung Cuneyt Gurcan Akcora AAML 28 2 0 16 Oct 2024
FVEval: Understanding Language Model Capabilities in Formal Verification of Digital Hardware Minwoo Kang Mingjie Liu Ghaith Bany Hamad Syed Suhaib Haoxing Ren LRM 11 1 0 15 Oct 2024
Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL Qihuang Zhong Kunfeng Chen Liang Ding Juhua Liu Bo Du Dacheng Tao 24 0 0 15 Oct 2024
FLARE: Faithful Logic-Aided Reasoning and Exploration Erik Arakelyan Pasquale Minervini Pat Verga Patrick Lewis Isabelle Augenstein ReLM LRM 57 2 0 14 Oct 2024
Balancing Continuous Pre-Training and Instruction Fine-Tuning: Optimizing Instruction-Following in LLMs Ishan Jindal Chandana Badrinath Pranjal Bharti Lakkidi Vinay Sachin Dev Sharma CLL ALM 21 0 0 14 Oct 2024
Generalized Adversarial Code-Suggestions: Exploiting Contexts of LLM-based Code-Completion Karl Rubel Maximilian Noppel Christian Wressnegger AAML SILM 13 0 0 14 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network Zahra Aminiranjbar Jianan Tang Qiudan Wang Shubha Pant Mahesh Viswanathan LLMAG AI4CE 17 1 0 11 Oct 2024
REDO: Execution-Free Runtime Error Detection for COding Agents Shou Li Andrey Kan Laurent Callot Bhavana Bhasker Muhammad Shihab Rashid Timothy B Esler LRM 26 0 0 10 Oct 2024
Mitigating Gender Bias in Code Large Language Models via Model Editing Z. Qin Haochuan Wang Zecheng Wang Deyuan Liu Cunhang Fan Zhao Lv Zhiying Tu Dianhui Chu Dianbo Sui KELM 16 0 0 10 Oct 2024
LecPrompt: A Prompt-based Approach for Logical Error Correction with CodeBERT Zhenyu Xu Victor S. Sheng KELM 11 0 0 10 Oct 2024
In-Context Code-Text Learning for Bimodal Software Engineering Xunzhu Tang Liran Wang Yonghui Liu Linzheng Chai Jian Yang Zhoujun Li Haoye Tian Jacques Klein Tegawende F. Bissyande 17 0 0 08 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 42 1 0 05 Oct 2024
Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning Yifeng Ding Hantian Ding Shiqi Wang Qing Sun Varun Kumar Zijian Wang 20 2 0 04 Oct 2024
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis Ulyana Piterbarg Lerrel Pinto Rob Fergus SyDa 24 2 0 03 Oct 2024
COOL: Efficient and Reliable Chain-Oriented Objective Logic with Neural Networks Feedback Control for Program Synthesis Jipeng Han 27 0 0 02 Oct 2024
RGD: Multi-LLM Based Agent Debugger via Refinement and Generation Guidance Haolin Jin Zechao Sun Huaming Chen LLMAG 41 2 0 02 Oct 2024
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models Tung-Yu Wu Pei-Yu Lo ReLM LRM 40 2 0 02 Oct 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Ziyang Luo Xin Li Hongzhan Lin Jing Ma Lidong Bing VLM 27 0 0 01 Oct 2024
LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache Management Yi Xiong Hao Wu Changxu Shao Ziqing Wang Rui Zhang Yuhong Guo Junping Zhao Ke Zhang Zhenxuan Pan 24 1 0 01 Oct 2024
DynEx: Dynamic Code Synthesis with Structured Design Exploration for Accelerated Exploratory Programming Jenny Ma Karthik Sreedhar Vivian Liu Sitong Wang Pedro Alejandro Perez Riya Sahni Lydia B. Chilton 37 1 0 01 Oct 2024
APILOT: Navigating Large Language Models to Generate Secure Code by Sidestepping Outdated API Pitfalls Weiheng Bai Keyang Xuan Pengxiang Huang Qiushi Wu Jianing Wen Jingjing Wu Kangjie Lu LLMAG KELM 14 1 0 25 Sep 2024
RAMBO: Enhancing RAG-based Repository-Level Method Body Completion Tuan-Dung Bui Duc-Thieu Luu-Van Thanh-Phat Nguyen Thu-Trang Nguyen Son Nguyen H. Vo 16 4 0 23 Sep 2024
SuperCoder2.0: Technical Report on Exploring the feasibility of LLMs as Autonomous Programmer Anmol Gautam Kishore Kumar Adarsh Jha Mukunda NS Ishaan Bhola 41 1 0 17 Sep 2024
AutoSafeCoder: A Multi-Agent Framework for Securing LLM Code Generation through Static Analysis and Fuzz Testing Ana Nunez Nafis Tanveer Islam S. Jha Peyman Najafirad LLMAG 21 0 0 16 Sep 2024
B4: Towards Optimal Assessment of Plausible Code Solutions with Plausible Tests Mouxiang Chen Zhongxin Liu He Tao Yusu Hong David Lo Xin Xia Jianling Sun 19 1 0 13 Sep 2024
HexaCoder: Secure Code Generation via Oracle-Guided Synthetic Training Data Hossein Hajipour Lea Schönherr Thorsten Holz Mario Fritz AAML SyDa 21 0 0 10 Sep 2024
HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale Huy N. Phan Phong X. Nguyen Nghi D. Q. Bui LLMAG 20 10 0 09 Sep 2024
InstInfer: In-Storage Attention Offloading for Cost-Effective Long-Context LLM Inference Xiurui Pan Endian Li Qiao Li Shengwen Liang Yizhou Shan Ke Zhou Yingwei Luo Xiaolin Wang Jie Zhang 20 10 0 08 Sep 2024
GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding Ziyin Zhang Hang Yu Shijie Li Peng Di Jianguo Li Rui Wang 17 2 0 06 Sep 2024
MarsCode Agent: AI-native Automated Bug Fixing Y. Liu Pengfei Gao Xinchen Wang Jie Liu Yexuan Shi Zhao Zhang Chao Peng LLMAG 25 21 0 02 Sep 2024
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 18 1 0 28 Aug 2024
Enhancing SQL Query Generation with Neurosymbolic Reasoning Henrijs Princis Cristina David Alan Mycroft 16 2 0 25 Aug 2024
Understanding Defects in Generated Codes by Language Models Ali Mohammadi Esfahani N. Kahani S. Ajila 18 0 0 23 Aug 2024
CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution Ruiyang Xu Jialun Cao Y. Lu Hongyu Lin Xianpei Han Ben He S. Cheung Le Sun ELM LRM 32 0 0 23 Aug 2024
Search-Based LLMs for Code Optimization Shuzheng Gao Cuiyun Gao Wenchao Gu Michael Lyu 11 8 0 22 Aug 2024
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? Yuwei Zhao Ziyang Luo Yuchen Tian Hongzhan Lin Weixiang Yan Annan Li Jing Ma ELM ALM LRM 29 8 0 20 Aug 2024
MergeRepair: An Exploratory Study on Merging Task-Specific Adapters in Code LLMs for Automated Program Repair Meghdad Dehghan Jie JW Wu Fatemeh H. Fard Ali Ouni MoMe 35 2 0 18 Aug 2024
xGen-MM (BLIP-3): A Family of Open Large Multimodal Models Le Xue Manli Shu Anas Awadalla Jun Wang An Yan ... Zeyuan Chen Silvio Savarese Juan Carlos Niebles Caiming Xiong Ran Xu VLM 41 91 0 16 Aug 2024
Can Large Language Models Understand Symbolic Graphics Programs? Zeju Qiu Weiyang Liu Haiwen Feng Zhen Liu Tim Z. Xiao Katherine M. Collins J. Tenenbaum Adrian Weller Michael J. Black Bernhard Schölkopf 38 4 0 15 Aug 2024
FDI: Attack Neural Code Generation Systems through User Feedback Channel Zhensu Sun Xiaoning Du Xiapu Luo Fu Song David Lo Li Li AAML 18 3 0 08 Aug 2024
LLM-Aided Compilation for Tensor Accelerators Charles Hong Sahil Bhatia Altan Haan Shengjun Kris Dong Dima Nikiforov Alvin Cheung Y. Shao 21 0 0 06 Aug 2024
LLMs as Probabilistic Minimally Adequate Teachers for DFA Learning Lekai Chen Ashutosh Trivedi Alvaro Velasquez 16 0 0 06 Aug 2024