@article{exploringcodelanguagemodelsforautomated, title = {Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis}, author = {Jiahao Gai and Hao Mark Chen and Zhican Wang and HongYu Zhou and Wanru Zhao and Nicholas Lane and Hongxiang Fan}, year = {2025}, eprint = {2502.13921}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2502.13921v2}, }