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

2 September 2021

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

50 / 610 papers shown

Title
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 61 0 0 12 May 2025
QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach Shouyang Dong Yuanbo Wen Jun Bi Di Huang Jiaming Guo ... Yifan Hao Xuehai Zhou Tianshi Chen Qi Guo Yunji Chen 22 0 0 04 May 2025
BiGSCoder: State Space Model for Code Understanding Shweta Verma Abhinav Anand Mira Mezini Mamba 46 0 0 02 May 2025
An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding Xiuwei Shang Zhenkan Fu Shaoyin Cheng Guoqiang Chen Gangyang Li Li Hu W. Zhang N. Yu 62 0 0 30 Apr 2025
Large Language Models are Qualified Benchmark Builders: Rebuilding Pre-Training Datasets for Advancing Code Intelligence Tasks Kang Yang Xinjun Mao Shangwen Wang Y. Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 135 1 0 28 Apr 2025
ClarifyCoder: Clarification-Aware Fine-Tuning for Programmatic Problem Solving Jie JW Wu Manav Chaudhary Davit O. Abrahamyan Arhaan Khaku Anjiang Wei Fatemeh H. Fard SyDa 44 0 0 23 Apr 2025
Automated Static Vulnerability Detection via a Holistic Neuro-symbolic Approach Penghui Li Songchen Yao Josef Sarfati Korich Changhua Luo Jianjia Yu Yinzhi Cao Junfeng Yang 126 0 0 22 Apr 2025
Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs Marina Sakharova Abhinav Anand Mira Mezini 56 0 0 21 Apr 2025
Iterative Self-Training for Code Generation via Reinforced Re-Ranking Nikita Sorokin I. Sedykh Valentin Malykh 31 0 0 13 Apr 2025
DocAgent: A Multi-Agent System for Automated Code Documentation Generation Dayu Yang Antoine Simoulin Xin Qian Xiaoyi Liu Yuwei Cao Zhaopu Teng Grey Yang LLMAG 54 0 0 11 Apr 2025
ML For Hardware Design Interpretability: Challenges and Opportunities Raymond Baartmans Andrew Ensinger Victor Agostinelli Lizhong Chen 29 0 0 11 Apr 2025
Zero-Shot Cross-Domain Code Search without Fine-Tuning Keyu Liang Z. Liu Chao Liu Zhiyuan Wan David Lo Xiaohu Yang 26 0 0 10 Apr 2025
From Token to Line: Enhancing Code Generation with a Long-Term Perspective Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Yinghui Li Bingxu An Zhao Wei Y. Xu LLMAG 57 0 0 10 Apr 2025
DeCoMa: Detecting and Purifying Code Dataset Watermarks through Dual Channel Code Abstraction Yuan Xiao Yuchen Chen Shiqing Ma Haocheng Huang Chunrong Fang Y. Chen Weisong Sun Yunfeng Zhu X. Zhang Zhenyu Chen 31 0 0 09 Apr 2025
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation Nathanael Beau Benoît Crabbé 23 0 0 08 Apr 2025
Generative Large Language Model usage in Smart Contract Vulnerability Detection Peter Ince Jiangshan Yu Joseph K. Liu Xiaoning Du 32 0 0 07 Apr 2025
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs Wasi Uddin Ahmad Aleksander Ficek Mehrzad Samadi Jocelyn Huang Vahid Noroozi Somshubra Majumdar Boris Ginsburg ALM 37 0 0 05 Apr 2025
On Benchmarking Code LLMs for Android Malware Analysis Yiling He Hongyu She Xingzhi Qian Xinran Zheng Zhuo Chen Z. Qin Lorenzo Cavallaro ELM 43 1 0 01 Apr 2025
Carbon Footprint Evaluation of Code Generation through LLM as a Service Tina Vartziotis Maximilian Schmidt George Dasoulas Ippolyti Dellatolas Stefano Attademo Viet Dung Le Anke Wiechmann Tim Hoffmann Michael Keckeisen S. Kotsopoulos 33 2 0 30 Mar 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding Indraneil Paul Haoyi Yang Goran Glavas Kristian Kersting Iryna Gurevych AAML SyDa 36 0 0 27 Mar 2025
ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation Jiahui Xiang Tong Ye Peiyu Liu Yinan Zhang Wenhai Wang 43 0 0 24 Mar 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 40 0 0 21 Mar 2025
On Explaining (Large) Language Models For Code Using Global Code-Based Explanations David Nader-Palacio Dipin Khati Daniel Rodríguez-Cárdenas Alejandro Velasco Denys Poshyvanyk LRM 42 0 0 21 Mar 2025
Enhancing Code LLM Training with Programmer Attention Y. Zhang Chen Huang Z. Karas Dung T. Nguyen Kevin Leach Yu Huang 72 0 0 19 Mar 2025
LLM-Aided Customizable Profiling of Code Data Based On Programming Language Concepts Pankaj Thorat Adnan Qidwai Adrija Dhar Aishwariya Chakraborty Anand Eswaran Hima Patel Praveen Jayachandran 50 0 0 19 Mar 2025
Speculative Decoding for Verilog: Speed and Quality, All in One Changran Xu Yi Liu Yunhao Zhou Shan Huang Ningyi Xu Qiang Xu 48 0 0 18 Mar 2025
Unveiling Pitfalls: Understanding Why AI-driven Code Agents Fail at GitHub Issue Resolution Zhi Chen Wei Ma Lingxiao Jiang LLMAG 51 0 0 16 Mar 2025
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation Mayank Kumar J. Xue Mengxin Zheng Qian Lou 60 2 0 15 Mar 2025
ASMA-Tune: Unlocking LLMs' Assembly Code Comprehension via Structural-Semantic Instruction Tuning Xinyi Wang Jiashui Wang Peng Chen Jinbo Su Yanming Liu Long Liu Yangdong Wang Qiyuan Chen Kai Yun Chunfu Jia 42 0 0 14 Mar 2025
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization Weisong Sun Y. Zhang J. Zhu Z. Wang Chunrong Fang ... Yebo Feng Jiangping Huang X. Wang Zhi Jin Yang Liu 58 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 61 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 64 0 0 11 Mar 2025
R+R: Security Vulnerability Dataset Quality Is Critical Anurag Swarnim Yadav Joseph N. Wilson AAML 49 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 41 1 0 07 Mar 2025
LoRACode: LoRA Adapters for Code Embeddings Saumya Chaturvedi Aman Chadha Laurent Bindschaedler 61 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 149 0 0 05 Mar 2025
Experiences with Content Development and Assessment Design in the Era of GenAI Aakanksha Sharma S. Shailendra Rajan Kadel 31 0 0 28 Feb 2025
Learning Code-Edit Embedding to Model Student Debugging Behavior Hasnain Heickal Andrew Lan 51 0 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 96 0 0 26 Feb 2025
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation K. Yan Hongcheng Guo Xuanqing Shi J. Xu Yaonan Gu Z. Li ALM 87 0 0 26 Feb 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 66 0 0 24 Feb 2025
Code Summarization Beyond Function Level Vladimir Makharev Vladimir Ivanov 38 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 106 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 34 1 0 20 Feb 2025
Understanding and Evaluating Hallucinations in 3D Visual Language Models Ruiying Peng Kaiyuan Li Weichen Zhang Chen Gao Xinlei Chen Y. Li 42 0 0 18 Feb 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 36 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 134 5 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 M. Yuan 53 1 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 92 11 0 17 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 51 0 0 11 Feb 2025