RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

22 March 2023

Yue Zhang

Daoguang Zan

Papers citing "RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation"

50 / 132 papers shown

Title
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 22 2 0 04 Oct 2024
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph Siru Ouyang W. Yu Kaixin Ma Zilin Xiao Z. Zhang Mengzhao Jia J. Han H. Zhang Dong Yu 47 12 0 03 Oct 2024
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? Zhenyu Pan Rongyu Cao Yongchang Cao Yingwei Ma Binhua Li Fei Huang Han Liu Yongbin Li 34 4 0 02 Oct 2024
A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models Yixi Wu Pengfei He Zehao Wang Shaowei Wang Yuan Tian Tse-Hsun Chen ALM 27 0 0 23 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 18 4 0 23 Sep 2024
Eliciting Instruction-tuned Code Language Models' Capabilities to Utilize Auxiliary Function for Code Generation Seonghyeon Lee Suyeon Kim Joonwon Jang Heejae Chon Dongha Lee Hwanjo Yu ELM 16 0 0 20 Sep 2024
Qwen2.5-Coder Technical Report Binyuan Hui Jian Yang Zeyu Cui Jiaxi Yang Dayiheng Liu ... Fei Huang Xingzhang Ren Xuancheng Ren Jingren Zhou Junyang Lin OSLM 67 195 0 18 Sep 2024
SUPER: Evaluating Agents on Setting Up and Executing Tasks from Research Repositories Ben Bogin Kejuan Yang Shashank Gupta Kyle Richardson Erin Bransom Peter Clark Ashish Sabharwal Tushar Khot ELM LRM 37 9 0 11 Sep 2024
E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning Zihan Liao Jun Wang Hang Yu Lingxiao Wei Jianguo Li Jun Wang Wei Zhang 19 2 0 10 Sep 2024
Statically Contextualizing Large Language Models with Typed Holes Andrew Blinn Xiang Li June Hyung Kim Cyrus Omar 20 0 0 02 Sep 2024
SWE-bench-java: A GitHub Issue Resolving Benchmark for Java Daoguang Zan Zhirong Huang Ailun Yu Shaoxin Lin Yifan Shi ... Bei Guan Pengjie Huang Tao Xie Yongji Wang Qianxiang Wang 21 7 0 26 Aug 2024
What can Large Language Models Capture about Code Functional Equivalence? Nickil Maveli Antonio Vergari Shay B. Cohen 25 2 0 20 Aug 2024
Retrieval-augmented code completion for local projects using large language models Marko Hostnik Marko Robnik-Sikonja RALM 14 0 0 09 Aug 2024
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases Xiangyan Liu Bo Lan Zhiyuan Hu Yang Liu Zhicheng Zhang Fei-Yue Wang Michael Shieh Wenmeng Zhou 37 11 0 07 Aug 2024
XMainframe: A Large Language Model for Mainframe Modernization Anh T. V. Dau Hieu Trung Dao Anh Tuan Nguyen Hieu Trung Tran Phong X. Nguyen Nghi D. Q. Bui 21 1 0 05 Aug 2024
Evaluating Long Range Dependency Handling in Code Generation Models using Multi-Step Key Retrieval Yannick Assogba Donghao Ren 39 0 0 23 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 5 0 17 Jul 2024
On Mitigating Code LLM Hallucinations with API Documentation Nihal Jain Robert Kwiatkowski Baishakhi Ray M. K. Ramanathan Varun Kumar 33 7 0 13 Jul 2024
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates Zeyu Leo Liu Shrey Pandit Xi Ye Eunsol Choi Greg Durrett KELM ALM 51 4 0 08 Jul 2024
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics Thu-Trang Nguyen Thanh Trong Vu H. Vo Son Nguyen ELM 25 2 0 04 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 40 13 0 03 Jul 2024
Agentless: Demystifying LLM-based Software Engineering Agents Chunqiu Steven Xia Yinlin Deng Soren Dunn Lingming Zhang LLMAG 32 78 0 01 Jul 2024
Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models Yanlin Wang Tianyue Jiang Mingwei Liu Jiachi Chen Zibin Zheng 23 7 0 29 Jun 2024
Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs Lei Zhang Yunshui Li Jiaming Li Xiaobo Xia Jiaxi Yang Run Luo Minzheng Wang Longze Chen Junhao Liu Min Yang 21 0 0 26 Jun 2024
UniCoder: Scaling Code Large Language Model via Universal Code Tao Sun Linzheng Chai Jian Yang Yuwei Yin Hongcheng Guo Jiaheng Liu Bing Wang Liqun Yang Zhoujun Li OffRL LRM 60 16 0 24 Jun 2024
Can LLM Graph Reasoning Generalize beyond Pattern Memorization? Yizhuo Zhang Heng Wang Shangbin Feng Zhaoxuan Tan Xiaochuang Han Tianxing He Yulia Tsvetkov LRM 44 16 0 23 Jun 2024
CodeRAG-Bench: Can Retrieval Augment Code Generation? Zora Zhiruo Wang Akari Asai Xinyan Velocity Yu Frank F. Xu Yiqing Xie Graham Neubig Daniel Fried RALM 64 29 0 20 Jun 2024
DocCGen: Document-based Controlled Code Generation Sameer Pimparkhede Mehant Kammakomati Srikanth G. Tamilselvam Prince Kumar Ashok Pon Kumar Pushpak Bhattacharyya 23 2 0 17 Jun 2024
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Xueying Du Geng Zheng Kaixin Wang Jiayi Feng Wentai Deng Mingwei Liu Bihuan Chen Xin Peng Tao Ma Yiling Lou 25 7 0 17 Jun 2024
On The Importance of Reasoning for Context Retrieval in Repository-Level Code Editing Alexander Kovrigin Aleksandra V. Eliseeva Yaroslav Zharov T. Bryksin KELM LRM 22 1 0 06 Jun 2024
Enhancing Repository-Level Code Generation with Integrated Contextual Information Zhiyuan Pan Xing Hu Xin Xia Xiaohu Yang 21 3 0 05 Jun 2024
FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models Xihang Yue Linchao Zhu Yi Yang KELM 23 0 0 05 Jun 2024
R2C2-Coder: Enhancing and Benchmarking Real-world Repository-level Code Completion Abilities of Code Large Language Models Ken Deng Jiaheng Liu He Zhu Congnan Liu Jingxin Li ... Yuanxing Zhang Wenbo Su Bangyu Xiang Tiezheng Ge Bo Zheng 37 2 0 03 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 35 74 0 01 Jun 2024
Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation Jingchang Chen Hongxuan Tang Zheng Chu Qianglong Chen Zekun Wang Ming Liu Bing Qin 42 4 0 30 May 2024
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories Jia Li Ge Li Yunfei Zhao Yongming Li Huanyu Liu ... Yihong Dong Zhi Jin Binhua Li Fei Huang Yongbin Li ALM 19 25 0 30 May 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion Wei Cheng Yuhan Wu Wei Hu 20 3 0 30 May 2024
MHPP: Exploring the Capabilities and Limitations of Language Models Beyond Basic Code Generation Jianbo Dai Jianqiao Lu Yunlong Feng Rongju Ruan Ming Cheng Haochen Tan Zhijiang Guo ELM LRM 36 11 0 19 May 2024
CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification Yuchen Tian Weixiang Yan Qian Yang Xuandong Zhao Qian Chen Ziyang Luo Lei Ma Lei Ma Dawn Song 16 6 0 30 Apr 2024
On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation Atharva Naik 33 1 0 26 Apr 2024
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation Zhen Yang Fang Liu Zhongxing Yu J. Keung Jia Li Shuo Liu Yifan Hong Xiaoxue Ma Zhi Jin Ge Li 26 9 0 23 Apr 2024
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
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
CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks Yiqing Xie Alex Xie Divyanshu Sheth Pengfei Liu Daniel Fried Carolyn Rose 38 8 0 31 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
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
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
DevBench: A Comprehensive Benchmark for Software Development Bowen Li Wenhan Wu Ziwei Tang Lin Shi John Yang ... He Du Ping Yang Dahua Lin Chao Peng Kai Chen 80 10 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 29 260 0 12 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