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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ModuleFormer: Modularity Emerges from Mixture-of-Experts Yikang Shen Zheyu Zhang Tianyou Cao Shawn Tan Zhenfang Chen Chuang Gan KELM MoE 17 6 0 07 Jun 2023
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code Hannah McLean Babe S. Nguyen Yangtian Zi Arjun Guha Molly Q. Feldman Carolyn Jane Anderson ALM LRM 29 35 0 07 Jun 2023
Natural Language Commanding via Program Synthesis Apurva Gandhi Thong Q. Nguyen Huitian Jiao R. Steen Ameya Bhatawdekar 17 7 0 06 Jun 2023
A Static Evaluation of Code Completion by Large Language Models Hantian Ding Varun Kumar Yuchen Tian Zijian Wang Robert Kwiatkowski ... Baishakhi Ray Parminder Bhatia Sudipta Sengupta Dan Roth Bing Xiang ELM ALM 28 14 0 05 Jun 2023
RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems Tianyang Liu Canwen Xu Julian McAuley ALM 8 145 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 11 32 0 05 Jun 2023
Human-like Few-Shot Learning via Bayesian Reasoning over Natural Language Kevin Ellis BDL LRM 8 16 0 05 Jun 2023
Do Large Language Models Pay Similar Attention Like Human Programmers When Generating Code? Bonan Kou Shengmai Chen Zhijie Wang Lei Ma Tianyi Zhang ALM 11 12 0 02 Jun 2023
LLMatic: Neural Architecture Search via Large Language Models and Quality Diversity Optimization Muhammad Umair Nasir Sam Earle C. Cleghorn Steven D. James Julian Togelius 17 56 0 01 Jun 2023
Zero and Few-shot Semantic Parsing with Ambiguous Inputs Elias Stengel-Eskin Kyle Rawlins Benjamin Van Durme 15 7 0 01 Jun 2023
Better patching using LLM prompting, via Self-Consistency Toufique Ahmed Prem Devanbu LRM ReLM KELM 34 12 0 31 May 2023
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM Nghi D. Q. Bui Hung Le Yue Wang Junnan Li Akhilesh Deepak Gotmare Steven C. H. Hoi 14 26 0 31 May 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code Xiao Liu Da Yin Chen Zhang Yansong Feng Dongyan Zhao ELM ReLM ReCod LRM 22 20 0 30 May 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning Zhanming Jie Wei Lu LRM ReLM 11 15 0 29 May 2023
ANPL: Towards Natural Programming with Interactive Decomposition Di Huang Ziyuan Nan Xingui Hu Pengwei Jin Shaohui Peng ... Rui Zhang Zidong Du Qi Guo Yewen Pu Yunji Chen 15 8 0 29 May 2023
Demo2Code: From Summarizing Demonstrations to Synthesizing Code via Extended Chain-of-Thought Huaxiaoyue Wang Gonzalo Gonzalez-Pumariega Yash Sharma Sanjiban Choudhury LM&Ro 18 33 0 26 May 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong B. Li Changran Hu Zheng Chen Jian Zhang LLMAG 11 68 0 25 May 2023
Type Prediction With Program Decomposition and Fill-in-the-Type Training Federico Cassano Ming-Ho Yee Noah Shinn Arjun Guha Steven Holtzen 14 3 0 25 May 2023
Scaling Data-Constrained Language Models Niklas Muennighoff Alexander M. Rush Boaz Barak Teven Le Scao Aleksandra Piktus Nouamane Tazi S. Pyysalo Thomas Wolf Colin Raffel ALM 8 112 0 25 May 2023
The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python Antonio Valerio Miceli Barone Fazl Barez Ioannis Konstas Shay B. Cohen 17 31 0 24 May 2023
Uncovering and Quantifying Social Biases in Code Generation Y. Liu Xiaokang Chen Yan Gao Zhe Su Fengji Zhang Daoguang Zan Jian-Guang Lou Pin-Yu Chen Tsung-Yi Ho 17 19 0 24 May 2023
Gorilla: Large Language Model Connected with Massive APIs Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 11 501 0 24 May 2023
Who Wrote this Code? Watermarking for Code Generation Taehyun Lee Seokhee Hong Jaewoo Ahn Ilgee Hong Hwaran Lee Sangdoo Yun Jamin Shin Gunhee Kim WaLM 12 81 0 24 May 2023
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions Peter Alexander Jansen 11 2 0 24 May 2023
Learning UI-to-Code Reverse Generator Using Visual Critic Without Rendering Davit Soselia Khalid Saifullah Tianyi Zhou 8 0 0 24 May 2023
ALGO: Synthesizing Algorithmic Programs with LLM-Generated Oracle Verifiers Kexun Zhang Danqing Wang Jingtao Xia William Yang Wang Lei Li 15 39 0 24 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills Qiushi Sun Nuo Chen J. Wang Xiang Li Ming Gao 8 8 0 23 May 2023
Neural Machine Translation for Code Generation K. Dharma Clayton T. Morrison 17 4 0 22 May 2023
Text-to-SQL Error Correction with Language Models of Code Ziru Chen Shijie Chen Michael White Raymond J. Mooney Ali Payani Jayanth Srinivasa Yu-Chuan Su Huan Sun KELM 8 10 0 22 May 2023
The "code'' of Ethics:A Holistic Audit of AI Code Generators Wanlun Ma Yiliao Song Minhui Xue Sheng Wen Yang Xiang 14 3 0 22 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 6 117 0 21 May 2023
AI-assisted Code Authoring at Scale: Fine-tuning, deploying, and mixed methods evaluation V. Murali C. Maddila Imad Ahmad Michael Bolin Daniel Cheng Negar Ghorbani Renuka Fernandez Nachiappan Nagappan Peter C. Rigby 6 13 0 20 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Prince Kumar Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 23 13 0 19 May 2023
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search Nikita Sorokin Dmitry Abulkhanov Sergey I. Nikolenko Valentin Malykh 13 3 0 19 May 2023
Generalized Planning in PDDL Domains with Pretrained Large Language Models Tom Silver Soham Dan Kavitha Srinivas J. Tenenbaum L. Kaelbling Michael Katz ELM LRM 42 120 0 18 May 2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation Xinyu Li Jiang-Tian Xue Zheng Xie Ming Li LRM 11 26 0 18 May 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Yuzhen Huang Yuzhuo Bai Zhihao Zhu Junlei Zhang Jinghan Zhang ... Yikai Zhang Jiayi Lei Yao Fu Maosong Sun Junxian He ELM LRM 11 486 0 15 May 2023
CodeT5+: Open Code Large Language Models for Code Understanding and Generation Yue Wang Hung Le Akhilesh Deepak Gotmare Nghi D. Q. Bui Junnan Li Steven C. H. Hoi ALM 11 455 0 13 May 2023
Structured Chain-of-Thought Prompting for Code Generation Jia Li Ge Li Yongming Li Zhi Jin LRM 32 108 0 11 May 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation Dũng Nguyễn Mạnh Nam Le Hai An Dau A. Nguyen Khanh N. Nghiem Jingnan Guo Nghi D. Q. Bui 13 13 0 09 May 2023
StarCoder: may the source be with you! Raymond Li Loubna Ben Allal Yangtian Zi Niklas Muennighoff Denis Kocetkov ... Sean M. Hughes Thomas Wolf Arjun Guha Leandro von Werra H. D. Vries 26 688 0 09 May 2023
CodeGen2: Lessons for Training LLMs on Programming and Natural Languages Erik Nijkamp A. Ghobadzadeh Caiming Xiong Silvio Savarese Yingbo Zhou 133 163 0 03 May 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language Anirudh Khatry Joyce Cahoon Jordan Henkel Shaleen Deep Venkatesh Emani ... Vu Le Mohammad Raza Sherry Shi Mukul Singh A. Tiwari 35 11 0 02 May 2023
Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code Generation Jiawei Liu Chun Xia Yuyao Wang Lingming Zhang ELM ALM 163 388 0 02 May 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 36 24 0 28 Apr 2023
A Deep Learning Framework for Verilog Autocompletion Towards Design and Verification Automation Enrique Dehaerne Bappaditya Dey S. Halder S. de Gendt 21 6 0 26 Apr 2023
Enhancing Automated Program Repair through Fine-tuning and Prompt Engineering Rishov Paul Md. Mohib Hossain Mohammed Latif Siddiq Masum Hasan Anindya Iqbal Joanna C. S. Santos KELM 12 10 0 16 Apr 2023
Teaching Large Language Models to Self-Debug Xinyun Chen Maxwell Lin Nathanael Scharli Denny Zhou LRM 12 626 0 11 Apr 2023
Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Kang Liu Jun Zhao 15 4 0 04 Apr 2023
Better Language Models of Code through Self-Improvement H. To Nghi D. Q. Bui Jingnan Guo T. Nguyen SyDa 29 15 0 02 Apr 2023