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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Large Language Models Should Ask Clarifying Questions to Increase Confidence in Generated Code Jiexi Wu 6 3 0 25 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 35 1,121 0 24 Aug 2023
Benchmarking Causal Study to Interpret Large Language Models for Source Code Daniel Rodríguez-Cárdenas David Nader-Palacio Dipin Khati Henry Burke Denys Poshyvanyk CML ELM 9 15 0 23 Aug 2023
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LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning Jun Lu Lei Yu Xiaojia Li Li Yang Chun Zuo ALM 8 71 0 22 Aug 2023
Large Language Models for Software Engineering: A Systematic Literature Review Xinying Hou Yanjie Zhao Yue Liu Zhou Yang Kailong Wang Li Li Xiapu Luo David Lo John C. Grundy Haoyu Wang 16 320 0 21 Aug 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models M. Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 17 25 0 21 Aug 2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Liwen Zhang Wei Cai Zhaowei Liu Zhi Yang Wei Dai ... Zhiqiang Liu Zhoufan Zhu Anbo Wu Xinnan Guo Yun Chen ELM ALM 23 22 0 19 Aug 2023
CodeCoT: Tackling Code Syntax Errors in CoT Reasoning for Code Generation Dong Huang Qi Bu Yuhao Qing Heming Cui LRM 11 15 0 17 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 47 116 0 14 Aug 2023
RTLLM: An Open-Source Benchmark for Design RTL Generation with Large Language Model Yao Lu Shang Liu Qijun Zhang Zhiyao Xie LRM 12 90 0 10 Aug 2023
CLEVA: Chinese Language Models EVAluation Platform Yanyang Li Jianqiao Zhao Duo Zheng Zi-Yuan Hu Zhi Chen ... Yongfeng Huang Shijia Huang Dahua Lin Michael R. Lyu Liwei Wang ALM ELM 20 9 0 09 Aug 2023
AgentSims: An Open-Source Sandbox for Large Language Model Evaluation Jiaju Lin Haoran Zhao Aochi Zhang Yiting Wu Huqiuyue Ping Qin Chen ELM LLMAG 11 57 0 08 Aug 2023
Learning Evaluation Models from Large Language Models for Sequence Generation Chenglong Wang Hang Zhou Kai-Chun Chang Tongran Liu Chunliang Zhang Quan Du Tong Xiao Yue Zhang Jingbo Zhu ELM 28 3 0 08 Aug 2023
Evaluating and Explaining Large Language Models for Code Using Syntactic Structures David Nader-Palacio Alejandro Velasco Daniel Rodríguez-Cárdenas Kevin Moran Denys Poshyvanyk 26 8 0 07 Aug 2023
AgentBench: Evaluating LLMs as Agents Xiao Liu Hao Yu Hanchen Zhang Yifan Xu Xuanyu Lei ... Yu-Chuan Su Huan Sun Minlie Huang Yuxiao Dong Jie Tang ELM LLMAG 18 149 0 07 Aug 2023
An Empirical Study of AI-based Smart Contract Creation Rabimba Karanjai Edward Li Lei Xu W. Shi 6 9 0 05 Aug 2023
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Zhiqiang Yuan Junwei Liu Qiancheng Zi Mingwei Liu Xin Peng Yiling Lou ALM ELM LRM 6 70 0 02 Aug 2023
Adapt and Decompose: Efficient Generalization of Text-to-SQL via Domain Adapted Least-To-Most Prompting Aseem Arora Shabbirhussain Bhaisaheb Harshit Nigam Manasi S. Patwardhan L. Vig Gautam M. Shroff 11 8 0 01 Aug 2023
Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection Jun Yan Vikas Yadav Shiyang Li Lichang Chen Zheng Tang Hai Wang Vijay Srinivasan Xiang Ren Hongxia Jin SILM 13 73 0 31 Jul 2023
PanGu-Coder2: Boosting Large Language Models for Code with Ranking Feedback Bo Shen Jiaxin Zhang Taihong Chen Daoguang Zan Bing Geng ... Ailun Yu Jichuan Ji Jingyang Zhao Yuenan Guo Qianxiang Wang ALM ELM 17 73 0 27 Jul 2023
Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models Yuheng Huang Jiayang Song Zhijie Wang Shengming Zhao Huaming Chen Felix Juefei-Xu Lei Ma 20 34 0 16 Jul 2023
Deduplicating and Ranking Solution Programs for Suggesting Reference Solutions Atsushi Shirafuji Yutaka Watanobe 6 1 0 16 Jul 2023
ChatDev: Communicative Agents for Software Development Cheng Qian Wei Liu Hongzhang Liu Nuo Chen Yufan Dang ... Xin Cong Juyuan Xu Dahai Li Zhiyuan Liu Maosong Sun LLMAG 17 147 0 16 Jul 2023
Certified Robustness for Large Language Models with Self-Denoising Zhen Zhang Guanhua Zhang Bairu Hou Wenqi Fan Qing Li Sijia Liu Yang Zhang Shiyu Chang 11 22 0 14 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Saeed Mian OffRL 30 499 0 12 Jul 2023
COMEX: A Tool for Generating Customized Source Code Representations Debeshee Das N. Mathews Alex Mathai Srikanth G. Tamilselvam Kranthi Sedamaki S. Chimalakonda Atul Kumar VLM 11 5 0 10 Jul 2023
RLTF: Reinforcement Learning from Unit Test Feedback Jiate Liu Yiqin Zhu Kaiwen Xiao Qiang Fu Xiao Han Wei Yang Deheng Ye OffRL 29 53 0 10 Jul 2023
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging Zachary Englhardt R. Li Dilini Nissanka Zhihan Zhang Girish Narayanswamy Joseph Breda Xin Liu Shwetak N. Patel Vikram Iyer 17 15 0 07 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 43 1,464 0 06 Jul 2023
Several categories of Large Language Models (LLMs): A Short Survey Saurabh Pahune Manoj Chandrasekharan AILaw 9 14 0 05 Jul 2023
Exploring Continual Learning for Code Generation Models Prateek Yadav Q. Sun Hantian Ding Xiaopeng Li Dejiao Zhang ... Parminder Bhatia Ramesh Nallapati M. K. Ramanathan Mohit Bansal Bing Xiang CLL 12 29 0 05 Jul 2023
Towards Open Federated Learning Platforms: Survey and Vision from Technical and Legal Perspectives Moming Duan Qinbin Li Linshan Jiang Bingsheng He FedML 16 4 0 05 Jul 2023
Natural Language Generation and Understanding of Big Code for AI-Assisted Programming: A Review M. Wong Shangxin Guo Ching Nam Hang Siu-Wai Ho C. Tan 17 77 0 04 Jul 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking Brendan King Jeffrey Flanigan 11 11 0 04 Jul 2023
Stay on topic with Classifier-Free Guidance Guillaume Sanchez Honglu Fan Alexander Spangher Elad Levi Pawan Sasanka Ammanamanchi Stella Biderman 3DV 25 45 0 30 Jun 2023
CMATH: Can Your Language Model Pass Chinese Elementary School Math Test? Tianwen Wei Jian Luan W. Liu Shuang Dong B. Wang ELM 20 30 0 29 Jun 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 7 205 0 27 Jun 2023
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback John Yang Akshara Prabhakar Karthik Narasimhan Shunyu Yao 8 102 0 26 Jun 2023
Exploring the Robustness of Large Language Models for Solving Programming Problems Atsushi Shirafuji Yutaka Watanobe Takumi Ito Makoto Morishita Yuki Nakamura Yusuke Oda Jun Suzuki ELM 23 17 0 26 Jun 2023
(Security) Assertions by Large Language Models Rahul Kande Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Shailja Thakur Ramesh Karri Jeyavijayan Rajendran Texas AM University 23 46 0 24 Jun 2023
Textbooks Are All You Need Suriya Gunasekar Yi Zhang J. Aneja C. C. T. Mendes Allison Del Giorno ... Sébastien Bubeck Ronen Eldan Adam Tauman Kalai Y. Lee Yuan-Fang Li AI4CE ALM SyDa 10 380 0 20 Jun 2023
RepoFusion: Training Code Models to Understand Your Repository Disha Shrivastava Denis Kocetkov H. D. Vries Dzmitry Bahdanau Torsten Scholak 78 26 0 19 Jun 2023
Guiding Language Models of Code with Global Context using Monitors Lakshya A Agrawal Aditya Kanade Navin Goyal Shuvendu K. Lahiri S. Rajamani 33 23 0 19 Jun 2023
Is Self-Repair a Silver Bullet for Code Generation? Theo X. Olausson J. Inala Chenglong Wang Jianfeng Gao Armando Solar-Lezama LRM 9 108 0 16 Jun 2023
Tell Me Where to Go: A Composable Framework for Context-Aware Embodied Robot Navigation Harel Biggie Ajay Narasimha Mopidevi Dusty Woods Christoffer Heckman LM&Ro 6 11 0 15 Jun 2023
Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models Myles Foley Ambrish Rawat Taesung Lee Yufang Hou Gabriele Picco Giulio Zizzo DeLMO 16 5 0 15 Jun 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang SyDa ALM ELM 6 628 0 14 Jun 2023
A Comprehensive Review of State-of-The-Art Methods for Java Code Generation from Natural Language Text Jessica Nayeli López Espejel Mahaman Sanoussi Yahaya Alassan El Mehdi Chouham Walid Dahhane E. Ettifouri 16 12 0 10 Jun 2023
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization Cheng Deng Tianhang Zhang Zhongmou He Yi Xu Qiyuan Chen ... Weinan Zhang Xinbing Wang Cheng Zhou Zhouhan Lin Junxian He ALM 20 61 0 08 Jun 2023