Title
CrashFixer: A crash resolution agent for the Linux kernel Alex Mathai Chenxi Huang Suwei Ma Jihwan Kim Hailie Mitchell Aleksandr Nogikh Petros Maniatis Franjo Ivančić Junfeng Yang Baishakhi Ray 60 0 0 29 Apr 2025
CodeReviewQA: The Code Review Comprehension Assessment for Large Language Models Hong Yi Lin Chunhua Liu Haoyu Gao Patanamon Thongtanunam Christoph Treude ELM 41 0 0 20 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
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation Peiding Wang L. Zhang Fang Liu Lin Shi Minxiao Li Bo Shen An Fu ELM LRM 137 0 0 05 Mar 2025
Combining Large Language Models with Static Analyzers for Code Review Generation Imen Jaoua Oussama Ben Sghaier Houari Sahraoui 58 1 0 10 Feb 2025
LAMS: LLM-Driven Automatic Mode Switching for Assistive Teleoperation Yiran Tao Jehan Yang Dan Ding Zackory Erickson 36 0 0 15 Jan 2025
Prompting and Fine-tuning Large Language Models for Automated Code Review Comment Generation Md. Asif Haider Ayesha Binte Mostofa Sk. Sabit Bin Mosaddek Anindya Iqbal Toufique Ahmed ALM 57 2 0 15 Nov 2024
Knowledge-Guided Prompt Learning for Request Quality Assurance in Public Code Review Lin Li Xinchun Yu Xinyu Chen Peng Liang 26 0 0 29 Oct 2024
Contextual Augmented Multi-Model Programming (CAMP): A Hybrid Local-Cloud Copilot Framework Yuchen Wang Shangxin Guo C. Tan 32 0 0 20 Oct 2024
Automatic Detection of LLM-generated Code: A Case Study of Claude 3 Haiku Musfiqur Rahman SayedHassan Khatoonabadi Ahmad Abdellatif Emad Shihab 31 3 0 02 Sep 2024
PatchFinder: A Two-Phase Approach to Security Patch Tracing for Disclosed Vulnerabilities in Open-Source Software Kai-Jing Li Jian Zhang Sen Chen Han Liu Yang Liu Yixiang Chen 38 1 0 24 Jul 2024
The Rise and Fall(?) of Software Engineering Antonio Mastropaolo Camilo Escobar-Velásquez Mario Linares-Vásquez 30 2 0 14 Jun 2024
AI-Assisted Assessment of Coding Practices in Modern Code Review Manushree Vijayvergiya M. Salawa Ivan Budiselic Dan Zheng Pascal Lamblin ... Jovan Andonov Goran Petrović Daniel Tarlow Petros Maniatis René Just 20 6 0 22 May 2024
Automatic Programming: Large Language Models and Beyond Michael R. Lyu Baishakhi Ray Abhik Roychoudhury Shin Hwei Tan Patanamon Thongtanunam 33 15 0 03 May 2024
NExT: Teaching Large Language Models to Reason about Code Execution Ansong Ni Miltiadis Allamanis Arman Cohan Yinlin Deng Kensen Shi Charles Sutton Pengcheng Yin ReLM LRM 31 34 0 23 Apr 2024
Automating Patch Set Generation from Code Review Comments Using Large Language Models Md Tajmilur Rahman Rahul Singh Mir Yousuf Sultan 27 0 0 10 Apr 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 33 93 0 26 Mar 2024
Unsupervised Evaluation of Code LLMs with Round-Trip Correctness Miltiadis Allamanis Sheena Panthaplackel Pengcheng Yin ALM OffRL LRM 43 9 0 13 Feb 2024
NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal Tushar Aggarwal Abhijeet Awasthi Nagarajan Natarajan Aditya Kanade 24 12 0 29 Jan 2024
Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends Yunshi Lan Xinyuan Li Hanyue Du Xuesong Lu Ming Gao Weining Qian Aoying Zhou 33 2 0 15 Jan 2024
Finding Privacy-relevant Source Code Feiyang Tang Bjarte M. Østvold 21 1 0 14 Jan 2024
Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions Federico Cassano Luisa Li Akul Sethi Noah Shinn Abby Brennan-Jones ... Edward Berman George Chakhnashvili Anton Lozhkov C. Anderson Arjun Guha ELM KELM 43 20 0 11 Dec 2023
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation Weixiang Yan Haitian Liu Yunkun Wang Yunzhe Li Qian Chen ... Tingyu Lin Weishan Zhao Li Zhu Hari Sundaram Shuiguang Deng ELM LRM 26 35 0 14 Nov 2023
Configuration Validation with Large Language Models Xinyu Lian Yinfang Chen Runxiang Cheng Jie Huang Parth Thakkar Minjia Zhang Tianyin Xu 13 10 0 15 Oct 2023
SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Carlos E. Jimenez John Yang Alexander Wettig Shunyu Yao Kexin Pei Ofir Press Karthik Narasimhan ELM 29 459 0 10 Oct 2023
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 19 71 0 22 Aug 2023
Towards Automatically Addressing Self-Admitted Technical Debt: How Far Are We? A. Mastropaolo M. D. Penta Gabriele Bavota 21 7 0 17 Aug 2023
From Commit Message Generation to History-Aware Commit Message Completion Aleksandra V. Eliseeva Yaroslav Sokolov Egor Bogomolov Yaroslav Golubev Danny Dig T. Bryksin 25 20 0 15 Aug 2023
Multilingual Code Co-Evolution Using Large Language Models Jiyang Zhang Pengyu Nie Junyi Jessy Li Miloš Gligorić 25 20 0 27 Jul 2023
Copilot for Xcode: Exploring AI-Assisted Programming by Prompting Cloud-based Large Language Models C. Tan Shangxin Guo M. Wong Ching Nam Hang 22 10 0 08 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 37 78 0 04 Jul 2023
Towards Generating Functionally Correct Code Edits from Natural Language Issue Descriptions Sarah Fakhoury Saikat Chakraborty Madan Musuvathi Shuvendu K. Lahiri 35 21 0 07 Apr 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Shafiq R. Joty 20 80 0 20 Mar 2023
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models Kechi Zhang Zhuo Li Zhi Jin Ge Li 21 7 0 14 Mar 2023
Automating Code-Related Tasks Through Transformers: The Impact of Pre-training Rosalia Tufano L. Pascarella Gabriele Bavota 25 19 0 08 Feb 2023
FLAME: A small language model for spreadsheet formulas Harshit Joshi Abishai Ebenezer J. Cambronero Sumit Gulwani Aditya Kanade Vu Le Ivan Radivcek Gust Verbruggen LMTD 29 12 0 31 Jan 2023
Large Language Models Meet NL2Code: A Survey Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 31 168 0 19 Dec 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 235 1,489 0 02 Sep 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 198 1,105 0 09 Feb 2021