Title
Customizing a Large Language Model for VHDL Design of High-Performance Microprocessors Nicolas Dupuis Ravi Nair Shyam Ramji Sean McClintock Nishant Chauhan Priyanka Nagpal Bart Blaner Ken Valk Leon Stok Ruchir Puri 24 0 0 14 May 2025
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding Yifeng Di Tianyi Zhang 26 0 0 12 May 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
How Effective are Generative Large Language Models in Performing Requirements Classification? Waad Alhoshan Alessio Ferrari Liping Zhao 27 0 0 23 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu R. Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 75 0 0 15 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 56 0 0 11 Apr 2025
LSR-MCTS: Alleviating Long Range Dependency in Code Generation Tingwei Lu Yangning Li Liyuan Wang Binghuai Lin Jiwei Tang ... Hai-tao Zheng Hai-Tao Zheng Bingxu An Zhao Wei Yanwei Xu LLMAG 62 0 0 10 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
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 63 0 0 12 Mar 2025
ResBench: Benchmarking LLM-Generated FPGA Designs with Resource Awareness Ce Guo Tong Zhao 61 1 0 11 Mar 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation Wei Li Xin Zhang Zhongxin Guo Shaoguang Mao Wen Luo Guangyue Peng Yangyu Huang Houfeng Wang Scarlett Li 57 0 0 09 Mar 2025
Robust Learning of Diverse Code Edits Tushar Aggarwal Swayam Singh Abhijeet Awasthi Aditya Kanade Nagarajan Natarajan SyDa 157 0 0 05 Mar 2025
IterPref: Focal Preference Learning for Code Generation via Iterative Debugging Jie Wu Haoling Li Xin Zhang Jianwen Luo Yangyu Huang Ruihang Chu Yuqing Yang Scarlett Li 75 0 0 04 Mar 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 95 1 0 26 Feb 2025
Selective Prompt Anchoring for Code Generation Yuan Tian Tianyi Zhang 94 3 0 24 Feb 2025
ARS: Automatic Routing Solver with Large Language Models Kai Li Fei Liu Zhenkun Wang Xialiang Tong Xiongwei Han Mingxuan Yuan Qingfu Zhang 42 0 0 21 Feb 2025
How Efficient is LLM-Generated Code? A Rigorous & High-Standard Benchmark Ruizhong Qiu Weiliang Will Zeng Hanghang Tong James Ezick Christopher Lott 88 15 0 20 Feb 2025
Multilingual Language Model Pretraining using Machine-translated Data Jiayi Wang Yao Lu Maurice Weber Max Ryabinin David Ifeoluwa Adelani Yihong Chen Raphael Tang Pontus Stenetorp LRM 83 2 0 20 Feb 2025
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs Minxuan Lv Zhenpeng Su Leiyu Pan Yizhe Xiong Zijia Lin ... Guiguang Ding Cheng Luo Di Zhang Kun Gai Songlin Hu MoE 41 0 0 18 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
TinyEmo: Scaling down Emotional Reasoning via Metric Projection Cristian Gutierrez LRM 69 0 0 17 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
Learning to Generate Unit Tests for Automated Debugging Archiki Prasad Elias Stengel-Eskin Justin Chih-Yao Chen Zaid Khan Joey Tianyi Zhou ELM 88 1 0 03 Feb 2025
mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation Nishat Raihan Antonios Anastasopoulos Marcos Zampieri ELM 43 6 0 28 Jan 2025
Kimi k1.5: Scaling Reinforcement Learning with LLMs Kimi Team Angang Du Bofei Gao Bowei Xing Changjiu Jiang ... Zhilin Yang Zhiqi Huang Zihao Huang Ziyao Xu Zheng Yang VLM ALM OffRL AI4TS LRM 111 141 0 22 Jan 2025
BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks Zhuang Li 50 1 0 21 Jan 2025
LLM Hallucinations in Practical Code Generation: Phenomena, Mechanism, and Mitigation Ziyao Zhang Yanlin Wang Chong Wang Jiachi Chen Zibin Zheng 128 14 0 20 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 36 2 0 03 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 110 408 0 03 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 38 11 0 03 Jan 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 93 12 0 31 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
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 80 17 0 07 Nov 2024
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity Yuqi Luo Chenyang Song Xu Han Y. Chen Chaojun Xiao Zhiyuan Liu Maosong Sun 49 3 0 04 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 75 6 0 04 Nov 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models Shansan Gong Shivam Agarwal Yizhe Zhang Jiacheng Ye Lin Zheng ... Peilin Zhao W. Bi Jiawei Han Hao Peng Lingpeng Kong AI4CE 78 15 0 23 Oct 2024
Understanding Layer Significance in LLM Alignment Guangyuan Shi Zexin Lu Xiaoyu Dong Wenlong Zhang Xuanyu Zhang Yujie Feng Xiao-Ming Wu 58 2 0 23 Oct 2024
Enhancing LLM Agents for Code Generation with Possibility and Pass-rate Prioritized Experience Replay Yuyang Chen Kaiyan Zhao Yiming Wang Ming Yang Jian Zhang Yan Li 39 1 0 16 Oct 2024
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs Tongtian Yue Longteng Guo Jie Cheng Xuange Gao Jiaheng Liu MoE 39 0 0 14 Oct 2024
Decoding Secret Memorization in Code LLMs Through Token-Level Characterization Yuqing Nie Chong Wang Kaidi Wang Guoai Xu Guosheng Xu Haoyu Wang OffRL 136 1 0 11 Oct 2024
Synthesizing Interpretable Control Policies through Large Language Model Guided Search Carlo Bosio Mark W. Mueller 26 0 0 07 Oct 2024
Text2Chart31: Instruction Tuning for Chart Generation with Automatic Feedback Fatemeh Pesaran Zadeh Juyeon Kim Jin-Hwa Kim Gunhee Kim ALM 51 1 0 05 Oct 2024
RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph Siru Ouyang W. Yu Kaixin Ma Zilin Xiao Z. Zhang Mengzhao Jia J. Han H. Zhang Dong Yu 57 12 0 03 Oct 2024
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis Ulyana Piterbarg Lerrel Pinto Rob Fergus SyDa 37 2 0 03 Oct 2024
Confidential Prompting: Protecting User Prompts from Cloud LLM Providers In Gim Caihua Li Lin Zhong 47 2 0 27 Sep 2024
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 28 1 0 28 Aug 2024
The advantages of context specific language models: the case of the Erasmian Language Model João Gonçalves Nick Jelicic Michele Murgia Evert Stamhuis 36 0 0 13 Aug 2024
Strong Copyright Protection for Language Models via Adaptive Model Fusion Javier Abad Konstantin Donhauser Francesco Pinto Fanny Yang 45 4 0 29 Jul 2024
Affordance-Guided Reinforcement Learning via Visual Prompting Olivia Y. Lee Annie Xie Kuan Fang Karl Pertsch Chelsea Finn OffRL LM&Ro 74 7 0 14 Jul 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations Md Tahmid Rahman Laskar Sawsan Alqahtani M Saiful Bari Mizanur Rahman Mohammad Abdullah Matin Khan ... Chee Wei Tan Md. Rizwan Parvez Enamul Hoque Shafiq R. Joty Jimmy Huang ELM ALM 29 28 0 04 Jul 2024