Here is our checklist for research transparency: llm-checklist.com
It supports researchers in describing how LLMs were used, why specific methodological choices were made, and what steps were taken to ensure responsible research practices.
This was led by @StefanFeuerriegel many expert coauthors.
A reporting checklist for LLMs in behavioural science