Title
Instruction-Driven Game Engines on Large Language Models Hongqiu Wu Xing-Chen Liu Haizhen Zhao Min Zhang 32 1 0 30 Mar 2024
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection Xinjie Wen Cuiyun Gao Shuzheng Gao Yang Xiao Michael R. Lyu 22 5 0 28 Mar 2024
Vulnerability Detection with Code Language Models: How Far Are We? Yangruibo Ding Yanjun Fu Omniyyah Ibrahim Chawin Sitawarin Xinyun Chen Basel Alomair David A. Wagner Baishakhi Ray Yizheng Chen AAML 41 43 0 27 Mar 2024
ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search Zehan Li Jianfei Zhang Chuantao Yin Y. Ouyang Wenge Rong 21 1 0 25 Mar 2024
CodeS: Natural Language to Code Repository via Multi-Layer Sketch Daoguang Zan Ailun Yu Wei Liu Dong Chen Bo Shen ... Bei Guan Zhiguang Yang Yongji Wang Qianxiang Wang Li-zhen Cui 20 14 0 25 Mar 2024
Reasoning Runtime Behavior of a Program with LLM: How Far Are We? Junkai Chen Zhiyuan Pan Xing Hu Zhenhao Li Ge Li Xin Xia LRM 32 20 0 25 Mar 2024
A hybrid LLM workflow can help identify user privilege related variables in programs of any size Haizhou Wang Zhilong Wang Peng Liu 14 3 0 23 Mar 2024
An Exploratory Investigation into Code License Infringements in Large Language Model Training Datasets J. Katzy R. Popescu A. van Deursen M. Izadi 30 5 0 22 Mar 2024
Investigating the Performance of Language Models for Completing Code in Functional Programming Languages: a Haskell Case Study Tim van Dam Frank van der Heijden Philippe de Bekker Berend Nieuwschepen Marc Otten M. Izadi 33 5 0 22 Mar 2024
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models Chengzhe Feng Yanan Sun Ke Li Pan Zhou Jiancheng Lv Aojun Lu 46 1 0 20 Mar 2024
CatCode: A Comprehensive Evaluation Framework for LLMs On the Mixture of Code and Text Zhenru Lin Yiqun Yao Yang Yuan ELM 18 0 0 04 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 110 220 0 29 Feb 2024
Language Models for Code Completion: A Practical Evaluation M. Izadi J. Katzy Tim van Dam Marc Otten R. Popescu A. van Deursen ALM ELM 39 22 0 25 Feb 2024
Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX Anthony Zhou Linnia Hawkins Pierre Gentine 9 1 0 13 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 13 1 0 08 Feb 2024
Rocks Coding, Not Development--A Human-Centric, Experimental Evaluation of LLM-Supported SE Tasks Wei Wang Huilong Ning Gaowei Zhang Libo Liu Yi Wang 24 11 0 08 Feb 2024
Studying Vulnerable Code Entities in R Zixiao Zhao Millon Madhur Das Fatemeh H. Fard AAML 51 0 0 06 Feb 2024
Make Every Move Count: LLM-based High-Quality RTL Code Generation Using MCTS Matthew DeLorenzo A. B. Chowdhury Vasudev Gohil Shailja Thakur Ramesh Karri Siddharth Garg Jeyavijayan Rajendran 26 30 0 05 Feb 2024
Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning Tong Niu Weihao Zhang Rong Zhao LLMAG 17 2 0 04 Feb 2024
EffiBench: Benchmarking the Efficiency of Automatically Generated Code Dong Huang Yuhao Qing Weiyi Shang Heming Cui Jie M. Zhang 77 30 0 03 Feb 2024
The Landscape and Challenges of HPC Research and LLMs Le Chen Nesreen K. Ahmed Akashnil Dutta Arijit Bhattacharjee Sixing Yu ... Vy A. Vo J. P. Muñoz Ted Willke Tim Mattson Ali Jannesari AI4CE 29 20 0 03 Feb 2024
Code Representation Learning At Scale Dejiao Zhang W. Ahmad Ming Tan Hantian Ding Ramesh Nallapati Dan Roth Xiaofei Ma Bing Xiang OffRL 10 8 0 02 Feb 2024
COMET: Generating Commit Messages using Delta Graph Context Representation Abhinav Reddy Mandli Saurabhsingh Rajput Tushar Sharma 31 1 0 02 Feb 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 19 101 0 30 Jan 2024
PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models Simin Chen Xiaoning Feng Xiao Han Cong Liu Wei Yang 40 3 0 28 Jan 2024
A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research Sicong Cao Xiaobing Sun Ratnadira Widyasari David Lo Xiaoxue Wu ... Jiale Zhang Bin Li Wei Liu Di Wu Yixin Chen 24 6 0 26 Jan 2024
Investigating the Efficacy of Large Language Models for Code Clone Detection Mohamad Khajezade Jie Wu Fatemeh H. Fard Gema Rodríguez-Pérez Mohamed Sami Shehata 19 16 0 24 Jan 2024
Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models Mayank Agarwal Yikang Shen Bailin Wang Yoon Kim Jie Chen 37 5 0 19 Jan 2024
A Novel Approach for Automatic Program Repair using Round-Trip Translation with Large Language Models Fernando Vallecillos Ruiz Anastasiia Grishina Max Hort Leon Moonen LRM 28 4 0 15 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 1 0 15 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 29 9 0 09 Jan 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models David de-Fitero-Dominguez Eva García-López Antonio Garcia-Cabot J. Martínez-Herráiz 19 11 0 08 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 29 11 0 05 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 27 20 0 30 Dec 2023
Source Code is a Graph, Not a Sequence: A Cross-Lingual Perspective on Code Clone Detection Mohammed Ataaur Rahaman Julia Ive 11 0 0 27 Dec 2023
A Prompt Learning Framework for Source Code Summarization Weisong Sun Chunrong Fang Yudu You Yuchen Chen Yi Liu ... Quanjun Zhang Hanwei Qian Wei-Ye Zhao Yang Liu Zhenyu Chen LLMAG 37 13 0 26 Dec 2023
AgentCoder: Multi-Agent-based Code Generation with Iterative Testing and Optimisation Dong Huang Jie M.Zhang Michael Luck Qi Bu Yuhao Qing Heming Cui LLMAG 25 0 0 20 Dec 2023
A Case Study on Test Case Construction with Large Language Models: Unveiling Practical Insights and Challenges Roberto Francisco de Lima Junior Luiz Fernando Paes de Barros Presta Lucca Santos Borborema Vanderson Nogueira da Silva Marcio Dahia Anderson Carlos Sousa e Santos 11 2 0 19 Dec 2023
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 13 20 0 15 Dec 2023
Towards Trustworthy AI Software Development Assistance Daniel Maninger Krishna Narasimhan Mira Mezini 22 3 0 14 Dec 2023
INSPECT: Intrinsic and Systematic Probing Evaluation for Code Transformers Anjan Karmakar Romain Robbes 22 4 0 08 Dec 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance Sheng Zhang Hui Li Yanlin Wang Zhao Wei Yong Xiu Juhong Wang Rongong Ji 11 2 0 25 Nov 2023
Naturalness of Attention: Revisiting Attention in Code Language Models M. Saad Tushar Sharma 28 2 0 22 Nov 2023
Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation Xingyu Wu Yan Zhong Jibin Wu Bingbing Jiang Kay Chen Tan 25 5 0 22 Nov 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding Andor Diera Abdelhalim Hafedh Dahou Lukas Galke Fabian Karl Florian Sihler A. Scherp ELM 30 4 0 16 Nov 2023
An Extensive Study on Adversarial Attack against Pre-trained Models of Code Xiaohu Du Ming Wen Zichao Wei Shangwen Wang Hai Jin AAML 27 15 0 13 Nov 2023
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection Yangkai Du Tengfei Ma Lingfei Wu Xuhong Zhang Shouling Ji 27 3 0 13 Nov 2023
DocGen: Generating Detailed Parameter Docstrings in Python Vatsal Venkatkrishna Durga Shree Nagabushanam Emmanuel Iko-Ojo Simon M. Vidoni 8 0 0 11 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 10 5 0 10 Nov 2023
Noisy Pair Corrector for Dense Retrieval Hang Zhang Yeyun Gong Xingwei He Dayiheng Liu Daya Guo Jiancheng Lv Jian Guo 24 5 0 07 Nov 2023