CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

2 September 2021

ArXiv (abs)PDF HTML Github (2999★)

Papers citing "CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation"

50 / 638 papers shown

Title
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization Weisong Sun Yanzhe Zhang J. Zhu Zihan Wang Chunrong Fang ... Yebo Feng Jiangping Huang Xinze Wang Zhi Jin Yang Liu 154 1 0 13 Mar 2025
Enhancing High-Quality Code Generation in Large Language Models with Comparative Prefix-Tuning Yuan Jiang Yujian Zhang Liang Lu Christoph Treude Xiaohong Su Shan Huang Tiantian Wang ALM 106 0 0 12 Mar 2025
You Only Train Once: A Flexible Training Framework for Code Vulnerability Detection Driven by Vul-Vector Bowen Tian Zhengyang Xu Mingqiang Wu Songning Lai Yutai Yue AAML 25 0 0 12 Mar 2025
OASIS: Order-Augmented Strategy for Improved Code Search Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Bin Chen Yuqun Zhang Jing Li 135 1 0 11 Mar 2025
R+R: Security Vulnerability Dataset Quality Is Critical Anurag Swarnim Yadav Joseph N. Wilson AAML 59 0 0 09 Mar 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? Qingyuan Liang Zhao Zhang Zeyu Sun Zheng Lin Qi Luo ... Yuqun Zhang Haotian Zhang Lu Zhang Bin Chen Y. Xiong 65 1 0 07 Mar 2025
LoRACode: LoRA Adapters for Code Embeddings Saumya Chaturvedi Aman Chadha Laurent Bindschaedler 159 0 0 07 Mar 2025
Trim My View: An LLM-Based Code Query System for Module Retrieval in Robotic Firmware Sima Arasteh Pegah Jandaghi Nicolaas Weideman Dennis Perepech Mukund Raghothaman Christophe Hauser Luis Garcia 478 0 0 05 Mar 2025
Experiences with Content Development and Assessment Design in the Era of GenAI Aakanksha Sharma S. Shailendra Rajan Kadel 77 0 0 28 Feb 2025
Learning Code-Edit Embedding to Model Student Debugging Behavior Hasnain Heickal Andrew Lan 109 0 0 26 Feb 2025
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation K. Yan Hongcheng Guo Xuanqing Shi Jinfeng Xu Yaonan Gu Zehan Li ALM 142 1 0 26 Feb 2025
Deep-Bench: Deep Learning Benchmark Dataset for Code Generation Alireza Daghighfarsoodeh Chung-Yu Wang Hamed Taherkhani Melika Sepidband Mohammad Abdollahi Hadi Hemmati Hung Viet Pham ALM ELM 127 0 0 26 Feb 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 104 0 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 101 0 0 23 Feb 2025
Eliminating Backdoors in Neural Code Models for Secure Code Understanding Weisong Sun Yuchen Chen Chunrong Fang Yebo Feng Yuan Xiao An Guo Quanjun Zhang Yang Liu Baowen Xu Zhenyu Chen AAML 142 1 0 21 Feb 2025
Show Me Your Code! Kill Code Poisoning: A Lightweight Method Based on Code Naturalness Weisong Sun Yuchen Chen Mengzhe Yuan Chunrong Fang Zhenpeng Chen Chong Wang Yang Liu Baowen Xu Zhenyu Chen AAML 84 1 0 20 Feb 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 113 2 0 18 Feb 2025
Understanding and Evaluating Hallucinations in 3D Visual Language Models Ruiying Peng Kaiyuan Li Weichen Zhang Chen Gao Xinlei Chen Yongqian Li 173 1 0 18 Feb 2025
ScriptoriumWS: A Code Generation Assistant for Weak Supervision Tzu-Heng Huang Catherine Cao Spencer Schoenberg Harit Vishwakarma Nicholas Roberts Frederic Sala NoLa 233 7 0 17 Feb 2025
LeDex: Training LLMs to Better Self-Debug and Explain Code Nan Jiang Xiaopeng Li Shiqi Wang Qiang Zhou Soneya Binta Hossain Baishakhi Ray Varun Kumar Xiaofei Ma Anoop Deoras LRM 168 19 0 17 Feb 2025
The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chetelat Dimitrios Tsaras Yingxue Zhang Hui-Ling Zhen Jianye Hao Mingxuan Yuan 121 2 0 17 Feb 2025
Application Modernization with LLMs: Addressing Core Challenges in Reliability, Security, and Quality Ahilan Ayyachamy Nadar Ponnusamy OffRL 13 0 0 13 Feb 2025
URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search Seok-Ung Choi Joonghyuk Hahn Yo-Sub Han 166 0 0 11 Feb 2025
LessLeak-Bench: A First Investigation of Data Leakage in LLMs Across 83 Software Engineering Benchmarks Xin Zhou Martin Weyssow Ratnadira Widyasari Ting Zhang Junda He Yunbo Lyu Jianming Chang Beiqi Zhang Dan Huang David Lo PILM 601 6 0 10 Feb 2025
Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" Francesco Sovrano Adam Bauer Alberto Bacchelli 110 1 0 09 Feb 2025
CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging Md. Ashraful Islam Mohammed Eunus Ali Md. Rizwan Parvez LLMAG 157 4 0 08 Feb 2025
Can Large Language Models Understand Intermediate Representations in Compilers? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 116 1 0 07 Feb 2025
CodeSCM: Causal Analysis for Multi-Modal Code Generation Mukur Gupta Noopur Bhatt Suman Jana 109 1 0 07 Feb 2025
Should Code Models Learn Pedagogically? A Preliminary Evaluation of Curriculum Learning for Real-World Software Engineering Tasks Kyi Shin Khant Hong Yi Lin Patanamon Thongtanunam ELM 197 0 0 06 Feb 2025
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 112 1 0 03 Feb 2025
SoK: Towards Effective Automated Vulnerability Repair Ying Li Faysal hossain shezan Bomin wei Gang Wang Yuan Tian 201 2 0 31 Jan 2025
Towards Making Flowchart Images Machine Interpretable Shivalika Singh Prajwal Gatti Yogesh Kumar Vikash Yadav Anand Mishra 88 6 0 29 Jan 2025
Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation Xing Zhang Jiaheng Wen Fangkai Yang Pu Zhao Yu Kang ... Qingwei Lin Yingnong Dang Saravan Rajmohan Dongmei Zhang Qi Zhang 81 2 0 28 Jan 2025
Deep Learning-Based Identification of Inconsistent Method Names: How Far Are We? Taiming Wang Yuxia Zhang Lin Jiang Yi Tang Guangjie Li Hui Liu 183 2 0 22 Jan 2025
Knowledge Tracing in Programming Education Integrating Students' Questions Doyoun Kim Suin Kim Yojan Jo AI4Ed 86 0 0 22 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 199 17 0 20 Jan 2025
QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks Yaojie Hu Qiang Zhou Qihong Chen Xiaopeng Li Linbo Liu Dejiao Zhang Amit Kachroo Talha Oz Omer Tripp 168 7 0 20 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 125 0 0 08 Jan 2025
How to Select Pre-Trained Code Models for Reuse? A Learning Perspective Zhangqian Bi Yao Wan Zhaoyang Chu Yufei Hu Junyi Zhang Hongyu Zhang Guandong Xu Hai Jin 74 0 0 08 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Tang Jingqun Guangwu Qian Keqin Li Qiuwu Chen Lewei He 144 22 0 29 Dec 2024
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Huawen Feng Pu Zhao Qingfeng Sun Can Xu Fangkai Yang ... Qianli Ma Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang AAML ALM 167 0 0 23 Dec 2024
Optimizing AI-Assisted Code Generation Simon Torka Sahin Albayrak 115 1 0 14 Dec 2024
Code LLMs: A Taxonomy-based Survey Nishat Raihan Christian D. Newman Marcos Zampieri 141 1 0 11 Dec 2024
Repository-Level Graph Representation Learning for Enhanced Security Patch Detection Xin-Cheng Wen Zirui Lin Cuiyun Gao Hongyu Zhang Yong Wang Qing Liao 73 2 0 11 Dec 2024
Filling Memory Gaps: Enhancing Continual Semantic Parsing via SQL Syntax Variance-Guided LLMs without Real Data Replay Ruiheng Liu Jinyu Zhang Yanqi Song Yu Zhang Bailong Yang KELM CLL 115 1 0 10 Dec 2024
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 172 0 0 10 Dec 2024
Does Few-Shot Learning Help LLM Performance in Code Synthesis? Derek Xu Tong Xie Botao Xia Haoyu Li Yunsheng Bai Yizhou Sun Wei Wang 190 1 0 03 Dec 2024
A Preliminary Study of Multilingual Code Language Models for Code Generation Task Using Translated Benchmarks Rohit Dandamudi Gema Rodríguez-Pérez ELM 104 1 0 23 Nov 2024
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 87 3 0 15 Nov 2024
A Survey on Adversarial Machine Learning for Code Data: Realistic Threats, Countermeasures, and Interpretations Yulong Yang Haoran Fan Chenhao Lin Qian Li Zhengyu Zhao Chao Shen Xiaohong Guan AAML 73 0 0 12 Nov 2024