Title
CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation K. Yan Hongcheng Guo Xuanqing Shi J. Xu Yaonan Gu Zehan Li ALM 99 0 0 26 Feb 2025
Reasoning Does Not Necessarily Improve Role-Playing Ability Xiachong Feng Longxu Dou Lingpeng Kong LLMAG LRM 57 4 0 24 Feb 2025
DReSD: Dense Retrieval for Speculative Decoding Milan Gritta Huiyin Xue Gerasimos Lampouras RALM 100 0 0 24 Feb 2025
CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models Alexander Zhang Marcus Dong Jing Liu Wei Zhang Yejie Wang ... Yancheng He K. Deng Wangchunshu Zhou Wenhao Huang Zhenru Zhang LRM 64 2 0 23 Feb 2025
CODESYNC: Synchronizing Large Language Models with Dynamic Code Evolution at Scale Chenlong Wang Zhaoyang Chu Zhengxiang Cheng Xuyi Yang Kaiyue Qiu Yao Wan Zhou Zhao Xuanhua Shi Danny Chen ALM SyDa 45 0 0 23 Feb 2025
Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging Lin Lu Zhigang Zuo Ziji Sheng Pan Zhou MoMe 57 0 0 22 Feb 2025
Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities Hanbin Wang Xiaoxuan Zhou Zhipeng Xu Keyuan Cheng Yuxin Zuo Kai Tian Jingwei Song Junting Lu Wenhui Hu Xueyang Liu LRM MLLM 81 1 0 17 Feb 2025
Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity Dylan Zhang Justin Wang Tianran Sun 56 1 0 17 Feb 2025
GiFT: Gibbs Fine-Tuning for Code Generation Haochen Li Wanjin Feng Xin Zhou Zhiqi Shen SyDa 77 1 0 17 Feb 2025
LLM4EFFI: Leveraging Large Language Models to Enhance Code Efficiency and Correctness Tong Ye Weigang Huang Xinsong Zhang Tengfei Ma Peiyu Liu Jianwei Yin Wenhai Wang LLMAG 56 2 0 17 Feb 2025
System Message Generation for User Preferences using Open-Source Models Minbyul Jeong Jungho Cho Minsoo Khang Dawoon Jung Teakgyu Hong 41 0 0 17 Feb 2025
SURGE: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors Bohan Lyu Siqiao Huang Zichen Liang Qi-An Sun Jiaming Zhang ELM LRM 60 0 0 16 Feb 2025
RefineCoder: Iterative Improving of Large Language Models via Adaptive Critique Refinement for Code Generation C. Zhou Xinyu Zhang Dandan Song Xiancai Chen Wanli Gu Huipeng Ma Yuhang Tian Hao Fei Linmei Hu 63 1 0 13 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 300 1 0 10 Feb 2025
CSR-Bench: Benchmarking LLM Agents in Deployment of Computer Science Research Repositories Yijia Xiao Runhui Wang Luyang Kong Davor Golac Wei Wang LLMAG 204 0 0 10 Feb 2025
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient Peiwen Yuan Shaoxiong Feng Yiwei Li Xiaobei Wang Y. Zhang Jiayi Shi Chuyi Tan Boyuan Pan Yao Hu Kan Li 73 2 0 02 Feb 2025
mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation Nishat Raihan Antonios Anastasopoulos Marcos Zampieri ELM 45 6 0 28 Jan 2025
CGP-Tuning: Structure-Aware Soft Prompt Tuning for Code Vulnerability Detection Ruijun Feng Hammond Pearce Pietro Liguori Yulei Sui 35 0 0 08 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 110 415 0 03 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots Han Zhang Xiaoman Pan Hongwei Wang Kaixin Ma Wenhao Yu Dong Yu LLMAG 67 3 0 03 Jan 2025
HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Zhaojian Yu Yilun Zhao Arman Cohan Xiao-Ping Zhang LRM 38 5 0 03 Jan 2025
Modality-Projection Universal Model for Comprehensive Full-Body Medical Imaging Segmentation Yixin Chen Lin Gao Yajuan Gao Rui Wang Jingge Lian ... Y. Duan Leiying Chai Hongbin Han Zhaoping Cheng Zhaoheng Xie 45 0 0 26 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 62 0 0 23 Dec 2024
HPC-Coder-V2: Studying Code LLMs Across Low-Resource Parallel Languages Aman Chaturvedi Daniel Nichols Siddharth Singh A. Bhatele 89 1 0 19 Dec 2024
Transducer Tuning: Efficient Model Adaptation for Software Tasks Using Code Property Graphs Imam Nur Bani Yusuf Lingxiao Jiang 95 0 0 18 Dec 2024
Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework Xuanming Zhang Yuxuan Chen Yiming Zheng Zhexin Zhang Yuan Yuan Minlie Huang LLMAG 73 1 0 16 Dec 2024
Smaller Language Models Are Better Instruction Evolvers Tingfeng Hui Lulu Zhao Guanting Dong Yaqi Zhang Hua Zhou Sen Su ALM 87 1 0 15 Dec 2024
Code LLMs: A Taxonomy-based Survey Nishat Raihan Christian D. Newman Marcos Zampieri 97 1 0 11 Dec 2024
Reinforcement Learning Enhanced LLMs: A Survey Shuhe Wang Shengyu Zhang Jingyang Zhang Runyi Hu Xiaoya Li Tianwei Zhang Jiwei Li Fei Wu G. Wang Eduard H. Hovy OffRL 134 7 0 05 Dec 2024
Curriculum-style Data Augmentation for LLM-based Metaphor Detection Kaidi Jia Yanxia Wu Rongsheng Li Rongsheng Li 59 0 0 04 Dec 2024
On the Adversarial Robustness of Instruction-Tuned Large Language Models for Code Md. Imran Hossen X. Hei AAML ELM 74 0 0 29 Nov 2024
SmartLLMSentry: A Comprehensive LLM Based Smart Contract Vulnerability Detection Framework Oualid Zaazaa H. Bakkali 76 2 0 28 Nov 2024
Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering Tanghaoran Zhang Yue Yu Xinjun Mao Shangwen Wang Kang Yang Yao Lu Zhang Zhang Yuxin Zhao 76 1 0 23 Nov 2024
DSTC: Direct Preference Learning with Only Self-Generated Tests and Code to Improve Code LMs Zhihan Liu Shenao Zhang Yongfei Liu Boyi Liu Yingxiang Yang Zhaoran Wang 113 2 0 20 Nov 2024
Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering Xinyan Guan Yanjiang Liu Xinyu Lu Boxi Cao Xianpei Han ... Le Sun Jie Lou Bowen Yu Yaojie Lu Hongyu Lin ALM 89 2 0 18 Nov 2024
BianCang: A Traditional Chinese Medicine Large Language Model Sibo Wei Xueping Peng Yi-Fei Wang Jiasheng Si Weiyu Zhang Wenpeng Lu Xiaoming Wu Yinglong Wang LM&MA 37 3 0 17 Nov 2024
PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing Yiwen Duan Yonghong Yu Xiaoming Zhao Yichang Wu Wenbo Liu 24 0 0 11 Nov 2024
Stronger Models are NOT Stronger Teachers for Instruction Tuning Zhangchen Xu Fengqing Jiang Luyao Niu Bill Yuchen Lin Radha Poovendran ALM 56 6 0 11 Nov 2024
Towards Low-Resource Harmful Meme Detection with LMM Agents Jianzhao Huang Hongzhan Lin Ziyan Liu Ziyang Luo Guang Chen Jing Ma 38 2 0 08 Nov 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 18 0 07 Nov 2024
Crystal: Illuminating LLM Abilities on Language and Code Tianhua Tao Junbo Li Bowen Tan Hongyi Wang William Marshall ... Joel Hestness Natalia Vassilieva Zhiqiang Shen Eric P. Xing Zhengzhong Liu 52 4 0 06 Nov 2024
MdEval: Massively Multilingual Code Debugging Shukai Liu Linzheng Chai Jian Yang Jiajun Shi He Zhu ... Yu Hao Liqun Yang Guanglin Niu Ge Zhang Zheng Li LRM ELM 78 6 0 04 Nov 2024
Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement Yingwei Ma Rongyu Cao Yongchang Cao Wenjie Qu J. Chen Yibo Liu Yuchen Liu Binhua Li Fei Huang Yongbin Li 63 6 0 01 Nov 2024
Can Language Models Replace Programmers? REPOCOD Says Ñot Yet' Shanchao Liang Yiran Hu Nan Jiang Lin Tan ALM ELM 32 2 0 29 Oct 2024
SPICEPilot: Navigating SPICE Code Generation and Simulation with AI Guidance Deepak Vungarala Sakila Alam Arnob Ghosh Shaahin Angizi 35 3 0 27 Oct 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming Ali TehraniJamsaz Arijit Bhattacharjee Le Chen Nesreen Ahmed Amir Yazdanbakhsh Ali Jannesari 34 5 0 27 Oct 2024
Watermarking Large Language Models and the Generated Content: Opportunities and Challenges Ruisi Zhang F. Koushanfar WaLM 47 0 0 24 Oct 2024
Bridge-Coder: Unlocking LLMs' Potential to Overcome Language Gaps in Low-Resource Code Jipeng Zhang Jianshu Zhang Yuanzhe Li Renjie Pi Rui Pan Runtao Liu Ziqiang Zheng Tong Zhang 36 0 0 24 Oct 2024
Aligning CodeLLMs with Direct Preference Optimization Yibo Miao Bofei Gao Shanghaoran Quan Junyang Lin Daoguang Zan Qingbin Liu Jian Yang Tianyu Liu Zhijie Deng 58 5 0 24 Oct 2024
MojoBench: Language Modeling and Benchmarks for Mojo Nishat Raihan Joanna C. S. Santos Marcos Zampieri 58 2 0 23 Oct 2024