Nathaniel Pinckney

1. ChipNeMo: Domain-Adapted LLMs for Chip Design
   2023/10/31 by Mingjie Liu, Liu, Mingjie, Teodor-Dumitru Ene +83 · 2 voices · 38 citations
   Computer Science · #Digital Rights Management and Security
2. VerilogEval: Evaluating Large Language Models for Verilog Code Generation
   2023/09/14 by Mingjie Liu, Liu, Mingjie, Nathaniel Pinckney +5 · 60 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
3. Revisiting VerilogEval: A Year of Improvements in Large-Language Models for Hardware Code Generation
   2024/08/20 by Nathaniel Pinckney, Pinckney, Nathaniel, Christopher Batten +7 · 22 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Natural Language Processing Techniques #Topic Modeling
4. Comprehensive Verilog Design Problems: A Next-Generation Benchmark Dataset for Evaluating Large Language Models and Agents on RTL Design and Verification
   2025/06/17 by Nathaniel Pinckney, Chenhui Deng, Pinckney, Nathaniel +13 · 2 voices · 7 citations
   Computer Science · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AR #cs.LG
5. Agentic Hardware Design as Repository-Level Code Evolution
   2026/06/26 by Cunxi Yu, Chenhui Deng, Nathaniel Pinckney +1 · 1 voice
   Computer Science · #cs.AR #cs.AI