A reporting checklist for large language models in behavioural science
- S. Feuerriegel ,
- C. Barrie ,
- M. J. Crockett ,
- Laura K. Globig ,
- Killian L. McLoughlin ,
- Dan-Mircea Mirea ,
- A. Spirling ,
- Diyi Yang ,
- Tim Althoff ,
- Maria Antoniak ,
- Lisa P Argyle ,
- A. Ashokkumar ,
- Mohammad Atari ,
- Hannah Bailey ,
- Kevin Bauer ,
- Umang Bhatt ,
- Yi-Dong Chai ,
- Tanmoy Chakraborty ,
- Yanto Chandra ,
- Huimin Chen ,
- Hal Daum'e ,
- Gianmarco De Francisci Morales ,
- Morteza Dehghani ,
- Danica Dillion ,
- Johannes C. Eichstaedt ,
- Kerstin Forster ,
- Dominique Geissler ,
- Kurt Gray ,
- Thomas L. Griffiths ,
- Hartmann Jochen ,
- Oliver P. Hauser ,
- James K. He ,
- Rahul Hemrajani ,
- Felix Holzmeister ,
- Angel Hsing-Chi Hwang ,
- Tiancheng Hu ,
- Anna A. Ivanova ,
- Nils C. Köbis ,
- Y. Kyrychenko ,
- H. Lakkaraju ,
- Jia Liu ,
- Abdurahman Maarouf ,
- Sebastian Maier ,
- Lennart Meincke ,
- Rada Mihalcea ,
- B. Mittelstadt ,
- Saif M. Mohammad ,
- Mor Naaman ,
- O. Netzer ,
- Alice Oh ,
- Desmond C. Ong ,
- Francesco Pierri ,
- Barbara Plank ,
- I. Rahwan ,
- Talal Rahwan ,
- Pooja S. B. Rao ,
- Claire E. Robertson ,
- David Rothschild ,
- Matthew Salganik ,
- Eric Schulz ,
- Chirag Shah ,
- Y. Shrestha ,
- Ekaterina Shutova ,
- Alexandra A. Siegel ,
- Almog Simchon ,
- Huan Sun ,
- Malte Toetzke ,
- Jay J Van Bavel ,
- Michelle Vaccaro ,
- Jennifer Wortman Vaughan ,
- E. Vayena ,
- Pedro O. S. Vaz-de-Melo ,
- Briana Vecchione ,
- Angelina Wang ,
- Robert West ,
- Robb Willer ,
- Dirk U Wulff ,
- Renwen Zhang ,
- Simon Zhang ,
- Steve Rathje ,
- Manoel Horta Ribeiro
Nature Human Behaviour | , Vol 10: pp. 1182-1186
Large language models offer new opportunities for behavioural science, but their rapid evolution poses challenges for research rigour. We introduce a consensus-based reporting checklist to improve transparency, reproducibility and ethical accountability of large-language-model-based research in the behavioural sciences.