{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,19]],"date-time":"2026-06-19T16:08:03Z","timestamp":1781885283681,"version":"3.54.5"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T00:00:00Z","timestamp":1734393600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T00:00:00Z","timestamp":1734393600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100006785","name":"Google","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006785","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,17]]},"DOI":"10.1109\/ats64447.2024.10915277","type":"proceedings-article","created":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T17:45:02Z","timestamp":1741974302000},"page":"1-6","source":"Crossref","is-referenced-by-count":7,"title":["RTL Agent: An Agent-Based Approach for Functionally Correct HDL Generation via LLMs"],"prefix":"10.1109","author":[{"given":"Sriram","family":"Ranga","sequence":"first","affiliation":[{"name":"Nanyang Technological University,Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rui","family":"Mao","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Debjyoti","family":"Bhattacharjee","sequence":"additional","affiliation":[{"name":"Imec,CSA,Leuven,Belgium,3000"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erik","family":"Cambria","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anupam","family":"Chattopadhyay","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Llama 3 model card","year":"2024"},{"key":"ref2","volume-title":"Test driven development: By example","author":"Beck","year":"2022"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/MLCAD58807.2023.10299874"},{"key":"ref4","first-page":"1877","article-title":"Language models are few-shot learners","volume":"33","author":"Brown","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref5","volume-title":"ChipGPT: How far are we from natural language hardware design","author":"Chang","year":"2023"},{"key":"ref6","volume-title":"Evaluating large language models trained on code","author":"Chen","year":"2021"},{"key":"ref7","volume-title":"OriGen: Enhancing RTL code generation with code-to-code augmentation and self-reflection","author":"Cui","year":"2024"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/LAD62341.2024.10691792"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.1561\/9781680832938","volume-title":"Program synthesis","author":"Gulwani","year":"2017"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/tifs.2024.3372809"},{"key":"ref11","volume-title":"ChipNeMo: Domain-adapted LLMs for chip design","author":"Liu","year":"2024"},{"key":"ref12","article-title":"VerilogEval: evaluating large language models for Verilog code generation","author":"Liu","year":"2023","journal-title":"IEEE\/ACM ICCAD"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LAD62341.2024.10691788"},{"key":"ref14","article-title":"GPTEval: A survey on assessments of ChatGPT and GPT-4","volume-title":"Proceedings of LREC-COLING","author":"Mao"},{"key":"ref15","article-title":"BetterV: Controlled verilog generation with discriminative guidance","volume-title":"Proceedings of the 41st International Conference on Machine Learning","author":"Pei"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MLCAD62225.2024.10740250"},{"key":"ref17","article-title":"Reflexion: language agents with verbal reinforcement learning","author":"Shinn","year":"2023","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3643681"},{"key":"ref19","volume-title":"AutoChip: Automating hdl generation using LLM feedback","author":"Thakur","year":"2024"},{"key":"ref20","article-title":"Chain-of-thought prompting elicits reasoning in large language models","volume-title":"Proceedings of the 36th International Conference on Neural Information Processing Systems, NIPS \u201922","author":"Wei"},{"key":"ref21","volume-title":"Hdlbits","author":"Wong"},{"key":"ref22","article-title":"ReAct: Synergizing reasoning and acting in language models","volume-title":"International Conference on Learning Representations (ICLR)","author":"Yao"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/LAD62341.2024.10691738"}],"event":{"name":"2024 IEEE 33rd Asian Test Symposium (ATS)","location":"Ahmedabad, India","start":{"date-parts":[[2024,12,17]]},"end":{"date-parts":[[2024,12,20]]}},"container-title":["2024 IEEE 33rd Asian Test Symposium (ATS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10914681\/10915215\/10915277.pdf?arnumber=10915277","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,15]],"date-time":"2025-03-15T05:26:22Z","timestamp":1742016382000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10915277\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,17]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/ats64447.2024.10915277","relation":{},"subject":[],"published":{"date-parts":[[2024,12,17]]}}}