Title
MCGMark: An Encodable and Robust Online Watermark for Tracing LLM-Generated Malicious Code Peng Ding Jingyu Wu Qingyuan Zhong Dan Ma Xunliang Cai ... Shi Chen Weizhe Zhang Zibin Zheng Weizhe Zhang Zibin Zheng 25 0 0 02 Aug 2024
AutoVCoder: A Systematic Framework for Automated Verilog Code Generation using LLMs Mingzhe Gao Jieru Zhao Zhe Lin Wenchao Ding Xiaofeng Hou Yu Feng Chao Li Minyi Guo OffRL 19 10 0 21 Jul 2024
DeCE: Deceptive Cross-Entropy Loss Designed for Defending Backdoor Attacks Guang Yang Yu Zhou Xiang Chen Xiangyu Zhang Terry Yue Zhuo David Lo Taolue Chen AAML 44 3 0 12 Jul 2024
InverseCoder: Unleashing the Power of Instruction-Tuned Code LLMs with Inverse-Instruct Yutong Wu Di Huang Wenxuan Shi Wei Wang Lingzhe Gao ... Qi Guo Yewen Pu Dawei Yin Xing Hu Yunji Chen SyDa 18 1 0 08 Jul 2024
Code Hallucination Mirza Masfiqur Rahman Ashish Kundu LRM HILM 29 1 0 05 Jul 2024
Let the Code LLM Edit Itself When You Edit the Code Zhenyu He Jun Zhang Shengjie Luo Jingjing Xu Z. Zhang Di He KELM 29 0 0 03 Jul 2024
NLPerturbator: Studying the Robustness of Code LLMs to Natural Language Variations Junkai Chen Zhenhao Li Xing Hu Xin Xia AAML 32 7 0 28 Jun 2024
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization Chris Cummins Volker Seeker Dejan Grubisic Baptiste Roziere Jonas Gehring Gabriel Synnaeve Hugh Leather 26 15 0 27 Jun 2024
FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model Feijie Wu Zitao Li Yaliang Li Bolin Ding Jing Gao 16 41 0 25 Jun 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate Alfonso Amayuelas Xianjun Yang Antonis Antoniades Wenyue Hua Liangming Pan William Wang AAML LLMAG 27 9 0 20 Jun 2024
FVEL: Interactive Formal Verification Environment with Large Language Models via Theorem Proving Xiaohan Lin Qingxing Cao Yinya Huang Haiming Wang Jianqiao Lu Zhengying Liu Linqi Song Xiaodan Liang LRM 36 4 0 20 Jun 2024
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation Weike Fang Zhejian Zhou Junzhou He Weihang Wang LRM 19 1 0 07 Jun 2024
A Survey on Large Language Models for Code Generation Juyong Jiang Fan Wang Jiasi Shen Sungju Kim Sunghun Kim 40 74 0 01 Jun 2024
Dataflow-Guided Retrieval Augmentation for Repository-Level Code Completion Wei Cheng Yuhan Wu Wei Hu 22 3 0 30 May 2024
Large Language Models for Code Summarization Balázs Szalontai GergHo Szalay Tamás Márton Anna Sike Balázs Pintér Tibor Gregorics ELM 20 1 0 29 May 2024
Aligning LLMs through Multi-perspective User Preference Ranking-based Feedback for Programming Question Answering Hongyu Yang Liyang He Min Hou Shuanghong Shen Rui Li Jiahui Hou Jianhui Ma Junda Zhao 21 0 0 27 May 2024
Empowering Character-level Text Infilling by Eliminating Sub-Tokens Houxing Ren Mingjie Zhan Zhongyuan Wu Hongsheng Li AI4CE 22 1 0 27 May 2024
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation Houxing Ren Mingjie Zhan Zhongyuan Wu Aojun Zhou Junting Pan Hongsheng Li SyDa 27 7 0 27 May 2024
AnalogCoder: Analog Circuit Design via Training-Free Code Generation Yao Lai Sungyoung Lee Guojin Chen Souradip Poddar Mengkang Hu David Z. Pan Ping Luo 35 26 0 23 May 2024
Evaluation of the Programming Skills of Large Language Models Luc Bryan Heitz Joun Chamas Christopher Scherb ALM 21 0 0 23 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 38 44 0 21 May 2024
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation Zhankui He Zhouhang Xie Harald Steck Dawen Liang Rahul Jha Nathan Kallus Julian McAuley 14 6 0 20 May 2024
IGOT: Information Gain Optimized Tokenizer on Domain Adaptive Pretraining Dawei Feng Yihai Zhang Zhixuan Xu SyDa 16 0 0 16 May 2024
LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit Ruihao Gong Yang Yong Shiqiao Gu Yushi Huang Chentao Lv Yunchen Zhang Xianglong Liu Dacheng Tao MQ 24 7 0 09 May 2024
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts Shudan Zhang Hanlin Zhao Xiao Liu Qinkai Zheng Zehan Qi Xiaotao Gu Xiaohan Zhang Yuxiao Dong Jie Tang ELM 44 16 0 07 May 2024
On the Limitations of Embedding Based Methods for Measuring Functional Correctness for Code Generation Atharva Naik 33 2 0 26 Apr 2024
VulEval: Towards Repository-Level Evaluation of Software Vulnerability Detection Xinjie Wen Xinchen Wang Yujia Chen Ruida Hu David Lo Cuiyun Gao 27 6 0 24 Apr 2024
Test Code Generation for Telecom Software Systems using Two-Stage Generative Model Mohamad Nabeel Doumitrou Daniil Nimara Tahar Zanouda 24 3 0 14 Apr 2024
Rho-1: Not All Tokens Are What You Need Zheng-Wen Lin Zhibin Gou Yeyun Gong Xiao Liu Yelong Shen ... Chen Lin Yujiu Yang Jian Jiao Nan Duan Weizhu Chen CLL 46 53 0 11 Apr 2024
Top Leaderboard Ranking = Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM Chun Xia Yinlin Deng Lingming Zhang ALM ELM 24 25 0 28 Mar 2024
Iterative Refinement of Project-Level Code Context for Precise Code Generation with Compiler Feedback Zhangqian Bi Yao Wan Zheng Wang Hongyu Zhang Batu Guan Fangxin Lu Zili Zhang Yulei Sui Hai Jin Xuanhua Shi 29 13 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 18 14 0 25 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
Exploring Language Model's Code Generation Ability with Auxiliary Functions Seonghyeon Lee Sanghwan Jang Seongbo Jang Dongha Lee Hwanjo Yu ALM 19 1 0 15 Mar 2024
CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences M. Weyssow Aton Kamanda H. Sahraoui ALM 56 30 0 14 Mar 2024
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Naman Jain King Han Alex Gu Wen-Ding Li Fanjia Yan Tianjun Zhang Sida I. Wang Armando Solar-Lezama Koushik Sen Ion Stoica ELM 29 260 0 12 Mar 2024
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion Qibing Ren Chang Gao Jing Shao Junchi Yan Xin Tan Wai Lam Lizhuang Ma ALM ELM AAML 42 21 0 12 Mar 2024
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks Linyuan Gong Sida Wang Mostafa Elhoushi Alvin Cheung 27 15 0 07 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavas Iryna Gurevych 35 12 0 06 Mar 2024
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding Zhenyu (Allen) Zhang Runjin Chen Shiwei Liu Zhewei Yao Olatunji Ruwase Beidi Chen Xiaoxia Wu Zhangyang Wang 19 26 0 05 Mar 2024
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation Zeyuan Ma Hongshu Guo Jiacheng Chen Guojun Peng Zhiguang Cao Yining Ma Yue-jiao Gong SyDa ALM 16 17 0 02 Mar 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 42 7 0 29 Feb 2024
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation Xue Jiang Yihong Dong Zhi Jin Ge Li VLM 27 4 0 29 Feb 2024
HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization Qiwei Peng Yekun Chai Xuhong Li ELM LM&MA 26 33 0 26 Feb 2024
REPOFUSE: Repository-Level Code Completion with Fused Dual Context Ming Liang Xiaoheng Xie Gehao Zhang Xunjin Zheng Peng Di Wei Jiang Hongwei Chen Chengpeng Wang Gang Fan 16 14 0 22 Feb 2024
Enabling Weak LLMs to Judge Response Reliability via Meta Ranking Zijun Liu Boqun Kou Peng Li Ming Yan Ji Zhang Fei Huang Yang Janet Liu 24 2 0 19 Feb 2024
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding Hanling Yi Feng-Huei Lin Hongbin Li Peiyang Ning Xiaotian Yu Rong Xiao LRM 19 4 0 19 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 27 0 0 15 Feb 2024
CodeMind: A Framework to Challenge Large Language Models for Code Reasoning Changshu Liu Shizhuo Dylan Zhang Ali Reza Ibrahimzada Reyhaneh Jabbarvand ELM ReCod LRM 28 0 0 15 Feb 2024
Text-to-Code Generation with Modality-relative Pre-training Fenia Christopoulou Guchun Zhang Gerasimos Lampouras AI4TS 11 1 0 08 Feb 2024