CodeBERT: A Pre-Trained Model for Programming and Natural Languages

19 February 2020

Papers citing "CodeBERT: A Pre-Trained Model for Programming and Natural Languages"

50 / 314 papers shown

Title
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language Models Junda Zhao Yuliang Song Eldan Cohen 21 0 0 14 May 2025
AI-Mediated Code Comment Improvement Maria Dhakal Chia-Yi Su Robert Wallace Chris Fakhimi Aakash Bansal Toby Jia-Jun Li Yu Huang Collin McMillan SyDa 29 0 0 13 May 2025
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 71 0 0 12 May 2025
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding Yifeng Di Tianyi Zhang 26 0 0 12 May 2025
QoSBERT: An Uncertainty-Aware Approach based on Pre-trained Language Models for Service Quality Prediction Ziliang Wang Xiaohong Zhang Ze Shi Li Meng Yan 18 0 0 09 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 Weixi Zhang N. Yu 67 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 Yanjie Wang Tanghaoran Zhang Bo Lin Yihao Qin Zhang Zhang Yao Lu Kamal Al-Sabahi ALM 170 1 0 28 Apr 2025
Evaluate-and-Purify: Fortifying Code Language Models Against Adversarial Attacks Using LLM-as-a-Judge Wenhan Mu Ling Xu Shuren Pei Le Mi Huichi Zhou AAML ELM 53 0 0 28 Apr 2025
Automatically Generating Rules of Malicious Software Packages via Large Language Model XiangRui Zhang HaoYu Chen YongZhong He Wenjia Niu Qiang Li 37 0 0 24 Apr 2025
A Study on Mixup-Inspired Augmentation Methods for Software Vulnerability Detection Seyed Shayan Daneshvar Da Tan Shaowei Wang Carson Leung AAML 74 0 0 22 Apr 2025
Generating Planning Feedback for Open-Ended Programming Exercises with LLMs Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 36 1 0 11 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 59 0 0 11 Apr 2025
Deep Learning-based Intrusion Detection Systems: A Survey Zhiwei Xu Yujuan Wu Shiheng Wang Jiabao Gao Tian Qiu Ziqi Wang Hai Wan Xibin Zhao 26 1 0 10 Apr 2025
Optuna vs Code Llama: Are LLMs a New Paradigm for Hyperparameter Tuning? Roman Kochnev Arash Torabi Goodarzi Zofia Antonina Bentyn D. Ignatov Radu Timofte 58 2 0 08 Apr 2025
Generative Large Language Model usage in Smart Contract Vulnerability Detection Peter Ince Jiangshan Yu Joseph K. Liu Xiaoning Du 37 0 0 07 Apr 2025
Aligning Crowd-sourced Human Feedback for Reinforcement Learning on Code Generation by Large Language Models M. Wong C. Tan ALM 83 4 0 19 Mar 2025
Enhancing Code LLM Training with Programmer Attention Y. Zhang Chen Huang Z. Karas Dung T. Nguyen Kevin Leach Yu Huang 75 0 0 19 Mar 2025
Unveiling Pitfalls: Understanding Why AI-driven Code Agents Fail at GitHub Issue Resolution Zhi Chen Wei Ma Lingxiao Jiang LLMAG 56 0 0 16 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 69 1 0 11 Mar 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 56 1 0 10 Mar 2025
PennyLang: Pioneering LLM-Based Quantum Code Generation with a Novel PennyLane-Centric Dataset Haider Asif Abdul Basit Nouhaila Innan Muhammad Kashif Alberto Marchisio Muhammad Shafique Muhammad Shafique 72 1 0 04 Mar 2025
MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings Andrea Gurioli Federico Pennino João Monteiro Maurizio Gabbrielli 51 0 0 04 Mar 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code Seonghyeon Lee Heejae Chon Joonwon Jang Dongha Lee Hwanjo Yu ALM 39 0 0 02 Mar 2025
Detecting Code Vulnerabilities with Heterogeneous GNN Training Yu Luo Weifeng Xu Dianxiang Xu 46 0 0 24 Feb 2025
Navigation-GPT: A Robust and Adaptive Framework Utilizing Large Language Models for Navigation Applications Feng Ma Xuben Wang Chen Chen Xiao-bin Xu Xin-ping Yan 163 0 0 23 Feb 2025
Can LLMs Reason About Program Semantics? A Comprehensive Evaluation of LLMs on Formal Specification Inference Thanh Le-Cong Bach Le Toby Murray LRM 55 1 0 22 Feb 2025
Poisoned Source Code Detection in Code Models Ehab Ghannoum Mohammad Ghafari AAML 65 0 0 19 Feb 2025
UniGenCoder: Merging Seq2Seq and Seq2Tree Paradigms for Unified Code Generation Liangying Shao Yanfu Yan Denys Poshyvanyk Jinsong Su 41 1 0 18 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 60 1 0 17 Feb 2025
SoK: Where to Fuzz? Assessing Target Selection Methods in Directed Fuzzing Felix Weissberg Jonas Moller Tom Ganz Erik Imgrund Lukas Pirch Lukas Seidel Moritz Schloegel Thorsten Eisenhofer Konrad Rieck 107 3 0 12 Feb 2025
TCProF: Time-Complexity Prediction SSL Framework Joonghyuk Hahn Hyeseon Ahn Jungin Kim Soohan Lim Yo-Sub Han 49 0 0 10 Feb 2025
Large Language Models for In-File Vulnerability Localization Can Be "Lost in the End" Francesco Sovrano Adam Bauer Alberto Bacchelli 54 0 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 68 2 0 08 Feb 2025
Can Large Language Models Understand Intermediate Representations? Hailong Jiang Jianfeng Zhu Yao Wan B. Fang Hongyu Zhang Ruoming Jin Qiang Guan 55 1 0 07 Feb 2025
Rule-ATT&CK Mapper (RAM): Mapping SIEM Rules to TTPs Using LLMs Prasanna N. Wudali Moshe Kravchik Ehud Malul Parth A. Gandhi Yuval Elovici A. Shabtai 46 0 0 04 Feb 2025
Assessing Data Augmentation-Induced Bias in Training and Testing of Machine Learning Models Riddhi More Jeremy S. Bradbury 59 0 0 03 Feb 2025
Process-Supervised Reinforcement Learning for Code Generation Yufan Ye Ting Zhang Wenbin Jiang Hua Huang OffRL LRM SyDa 63 1 0 03 Feb 2025
Towards Making Flowchart Images Machine Interpretable Shivalika Singh Prajwal Gatti Yogesh Kumar Vikash Yadav Anand Mishra 53 5 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 56 2 0 28 Jan 2025
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Zexing Xu Zhuang Luo Yichuan Li Kyumin Lee S. Rasoul Etesami 53 0 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 88 1 0 22 Jan 2025
Knowledge Tracing in Programming Education Integrating Students' Questions Doyoun Kim Suin Kim Yojan Jo AI4Ed 37 0 0 22 Jan 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap Haolin Jin Huaming Chen Qinghua Lu Liming Zhu LLMAG 47 1 0 20 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 128 15 0 20 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 74 2 0 20 Jan 2025
Leveraging Large Language Models and Machine Learning for Smart Contract Vulnerability Detection S M Mostaq Hossain Amani Altarawneh Jesse Roberts 38 0 0 04 Jan 2025
Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey Junqiao Wang Zeng Zhang Yangfan He Yuyang Song Tianyu Shi ... Hengyuan Xu Kunyu Wu Guangwu Qian Qiuwu Chen Lewei He 43 11 0 03 Jan 2025
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification Kyle Thompson Nuno Saavedra Pedro Carrott Kevin Fisher Alex Sanchez-Stern Yuriy Brun J. Ferreira Sorin Lerner E. First LRM 100 1 0 18 Dec 2024
Can Neural Decompilation Assist Vulnerability Prediction on Binary Code? D. Cotroneo F. C. Grasso R. Natella V. Orbinato 91 0 0 10 Dec 2024
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Siming Huang Tianhao Cheng J.K. Liu Jiaran Hao L. Song ... Ge Zhang Zili Wang Yuan Qi Yinghui Xu Wei Chu ALM 83 17 0 07 Nov 2024