HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL

HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL

18 March 2025

Nikos Kanakaris

Shahin Nazarian

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Papers citing "HDLCoRe: A Training-Free Framework for Mitigating Hallucinations in LLM-Generated HDL"

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Title
ReasoningV: Efficient Verilog Code Generation with Adaptive Hybrid Reasoning Model Haiyan Qin Zhiwei Xie Jingjing Li Liangchen Li Xiaotong Feng Jing Liu Wang Kang OffRL LRM 441 1 0 20 Apr 2025
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models Shixuan Li Wei Yang Peiyu Zhang Xiongye Xiao Defu Cao Yuehan Qin Wei Wei Yue Zhao Paul Bogdan 136 2 0 16 Feb 2025
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance Nikos Kanakaris Heng Ping Xiongye Xiao Nesreen K. Ahmed Luca Luceri Emilio Ferrara Paul Bogdan 87 1 0 21 Jan 2025
CoopetitiveV: Leveraging LLM-powered Coopetitive Multi-Agent Prompting for High-quality Verilog Generation Zhendong Mi Renming Zheng Haowen Zhong Yue Sun Shaoyi Huang Sayan Moitra Ken Kutzer Zhaozhuo Xu Shaoyi Huang 128 4 0 15 Dec 2024
Towards Understanding Retrieval Accuracy and Prompt Quality in RAG Systems Shengming Zhao Yuheng Huang Jiayang Song Zhijie Wang Chengcheng Wan Lei Ma RALM 93 7 0 29 Nov 2024
Rome was Not Built in a Single Step: Hierarchical Prompting for LLM-based Chip Design Andre Nakkab Sai Qian Zhang Ramesh Karri Siddharth Garg 69 17 0 23 Jul 2024
OriGen:Enhancing RTL Code Generation with Code-to-Code Augmentation and Self-Reflection Fan Cui Chenyang Yin Kexing Zhou You-lin Xiao Guangyu Sun ... Demin Song Dahua Lin Xingcheng Zhang Yun Yun Liang 94 28 0 23 Jul 2024
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 121 200 0 11 Oct 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 266 1,895 0 28 Sep 2023
GPT4AIGChip: Towards Next-Generation AI Accelerator Design Automation via Large Language Models Yonggan Fu Yongan Zhang Zhongzhi Yu Sixu Li Zhifan Ye Chaojian Li Cheng Wan Ying Lin 90 69 0 19 Sep 2023
VeriGen: A Large Language Model for Verilog Code Generation Shailja Thakur Baleegh Ahmad Hammond Pearce Benjamin Tan Brendan Dolan-Gavitt Ramesh Karri S. Garg 99 169 0 28 Jul 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 845 9,683 0 28 Jan 2022
Improving language models by retrieving from trillions of tokens Sebastian Borgeaud A. Mensch Jordan Hoffmann Trevor Cai Eliza Rutherford ... Simon Osindero Karen Simonyan Jack W. Rae Erich Elsen Laurent Sifre KELM RALM 254 1,099 0 08 Dec 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 236 5,665 0 07 Jul 2021
Machine Learning for Electronic Design Automation: A Survey Guyue Huang Jingbo Hu Yifan He Jialong Liu Mingyuan Ma ... Yuzhe Ma Haoyu Yang Bei Yu Huazhong Yang Yu Wang 65 237 0 10 Jan 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 880 42,463 0 28 May 2020