Call for Papers: Stat Special Issue on Statistics for Large Language Models and Large Language Models for Statistics

Call for Papers: Stat Special Issue on Statistics for Large Language Models and Large Language Models for Statistics. Deadline extended to 1 January 2025.

Stat invites submissions across a wide array of topics, not limited to: 

1. the application of LLMs to statistical challenges, such as text-based hypothesis testing, sentiment analysis, topic modeling, and text classification; 
2. statistical viewpoints on LLMs, including the role of statistics in the development and evaluation of LLMs; 
3. the statistical interpretation of LLMs, such as understanding the probabilistic nature of LLMs and the implications for inference and uncertainty quantification; 
4. the use of LLMs to scientific discoveries, such as oceanographic, environmental and biomedical sciences; 
5. the development of trustworthy LLMs, focusing on statistical methods to ensure privacy, fairness, transparency, interpretability, and robustness; 
6. statistics education in the era of LLMs and other generative AI, exploring how statistics curricula can adapt to incorporate LLMs and their applications; 
7. AI governance and transparency. 

See the submission guidelines.