Self-Regulated Sample Diversity in Large Language Models

Liu, Mingyue; Frawley, Jonathan; Wyer, Sarah; Shum, Hubert P. H.; Uckelman, Sara L.; Black, Sue; Willcocks, Chris G.

Self-Regulated Sample Diversity in Large Language Models

Liu, Mingyue; Frawley, Jonathan; Wyer, Sarah; Shum, Hubert P. H.; Uckelman, Sara L.; Black, Sue; Willcocks, Chris G.

Authors

Mingyue Liu mingyue.liu@durham.ac.uk
PGR Student Doctor of Philosophy

Jonathan Frawley jonathan.frawley@durham.ac.uk
PGR Student Doctor of Philosophy

Sarah Wyer sarah.wyer@durham.ac.uk
PGR Student Doctor of Philosophy

Professor Hubert Shum hubert.shum@durham.ac.uk
Professor

Dr Sara Uckelman s.l.uckelman@durham.ac.uk
Associate Professor

Professor Sue Black sue.black@durham.ac.uk
Professor

Dr Chris Willcocks christopher.g.willcocks@durham.ac.uk
Associate Professor

Citation

Liu, M., Frawley, J., Wyer, S., Shum, H. P. H., Uckelman, S. L., Black, S., & Willcocks, C. G. (2024, June). Self-Regulated Sample Diversity in Large Language Models. Presented at NAACL 2024: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Mexico City

Presentation Conference Type	Conference Paper (published)
Conference Name	NAACL 2024: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Start Date	Jun 16, 2024
End Date	Jun 21, 2024
Acceptance Date	Mar 13, 2024
Online Publication Date	Jun 16, 2024
Publication Date	Jun 16, 2024
Deposit Date	Mar 26, 2024
Publicly Available Date	Jun 19, 2024
Publisher	Association for Computational Linguistics
Pages	1891–1899
Book Title	Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics
Public URL	https://durham-repository.worktribe.com/output/2347416
Publisher URL	https://aclanthology.org/2024.findings-naacl.122