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cs.CL2026★ 1 cited
OpenRTLSet: A Fully Open-Source Dataset for Large Language Model-based Verilog Module Design
Jinghua Wang, Lily Jiaxin Wan, Sanjana Pingali +6
OpenRTLSet introduces the largest fully open-source dataset for hardware design, offering over 131,000 diverse Verilog code samples to the research community and industry. Our data…
cs.CL2026
Entropy trajectory shape predicts LLM reasoning reliability: A diagnostic study of uncertainty dynamics in chain-of-thought
Xinghao Zhao
Understanding uncertainty in chain-of-thought reasoning is critical for reliable deployment of large language models. In this work, we propose a simple yet effective diagnostic app…