Performance Evaluation of Large Language Models in Statistical Programming

1 code implementation • 18 Feb 2025 • Xinyi Song, Kexin Xie, Lina Lee, Ruizhe Chen, Jared M. Clark, Hao He, Haoran He, Jie Min, Xinlei Zhang, Simin Zheng, Zhiyang Zhang, Xinwei Deng, Yili Hong

This study offers valuable insights into the capabilities and limitations of LLMs in statistical programming, providing guidance for future advancements in AI-assisted coding systems for statistical analysis.

Code Generation

Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability

1 code implementation • 17 Feb 2025 • Simin Zheng, Jared M. Clark, Fatemeh Salboukh, Priscila Silva, Karen da Mata, Fenglian Pan, Jie Min, Jiayi Lian, Caleb B. King, Lance Fiondella, Jian Liu, Xinwei Deng, Yili Hong

To address this gap, this paper focuses on conducting a comprehensive review of available AI reliability data and establishing DR-AIR: a data repository for AI reliability.

Planning Reliability Assurance Tests for Autonomous Vehicles

no code implementations • 30 Nov 2023 • Simin Zheng, Lu Lu, Yili Hong, Jian Liu

This paper aims to fill in this gap by developing statistical methods for planning AV reliability assurance tests based on recurrent events data.

Autonomous Vehicles