CodeRAG-Bench: Can Retrieval Augment Code Generation?

20 June 2024

Papers citing "CodeRAG-Bench: Can Retrieval Augment Code Generation?"

23 / 23 papers shown

Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 0 0 26 Apr 2025
RAG-RL: Advancing Retrieval-Augmented Generation via RL and Curriculum Learning Jerry Huang Siddarth Madala Risham Sidhu Cheng Niu Julia Hockenmaier Tong Zhang RALM LRM 83 1 0 17 Mar 2025
LocAgent: Graph-Guided LLM Agents for Code Localization Zhaoling Chen Xiangru Tang Gangda Deng Fang Wu Jialong Wu Zhiwei Jiang Viktor Prasanna Arman Cohan Xingyao Wang LLMAG 89 2 0 12 Mar 2025
OpenRAG: Optimizing RAG End-to-End via In-Context Retrieval Learning Jiawei Zhou Lei Chen 3DV VLM 73 0 0 11 Mar 2025
RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing Yiqing Xie Alex Xie Divyanshu Sheth Pengfei Liu Daniel Fried Carolyn Rose LRM 62 0 0 10 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker M. Izadi VLM 45 0 0 07 Mar 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 46 2 0 21 Feb 2025
LLM Program Optimization via Retrieval Augmented Search Sagnik Anupam Alexander Shypula Osbert Bastani 120 1 0 31 Jan 2025
How Should We Build A Benchmark? Revisiting 274 Code-Related Benchmarks For LLMs Jialun Cao Yuk-Kit Chan Zixuan Ling Wenxuan Wang Shuqing Li ... Pinjia He Shuai Wang Zibin Zheng Michael R. Lyu S. Cheung ALM 69 1 0 18 Jan 2025
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Tarun Suresh R. Reddy Yifei Xu Zach Nussbaum Andriy Mulyar Brandon Duderstadt Heng Ji 83 3 0 01 Dec 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Shafiq R. Joty Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 87 3 0 19 Nov 2024
Can Large Language Models Replace Data Scientists in Biomedical Research? Z. Wang Benjamin P. Danek Ziwei Yang Zheng Chen J. Sun ELM LM&MA 31 0 0 28 Oct 2024
An LLM Agent for Automatic Geospatial Data Analysis Yuxing Chen Weijie Wang Sylvain Lobry Camille Kurtz LLMAG 30 3 0 24 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation Wenjia Zhai VLM 19 0 0 15 Oct 2024
Context-Augmented Code Generation Using Programming Knowledge Graphs Iman Saberi Fatemeh H. Fard 16 0 0 09 Oct 2024
Retrieval-Augmented Test Generation: How Far Are We? Jiho Shin Reem Aleithan Hadi Hemmati Song Wang 3DV 21 2 0 19 Sep 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
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions Terry Yue Zhuo Minh Chien Vu Jenny Chim Han Hu Wenhao Yu ... David Lo Daniel Fried Xiaoning Du H. D. Vries Leandro von Werra 65 125 0 22 Jun 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
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering John Yang Carlos E. Jimenez Alexander Wettig K. Lieret Shunyu Yao Karthik Narasimhan Ofir Press LLMAG 96 36 0 06 May 2024
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 166 388 0 02 May 2023
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 720 0 17 Apr 2021
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 186 1,098 0 09 Feb 2021