Large Language Models Are Human-Level Prompt Engineers

2 code implementations • 3 Nov 2022 • Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba

By conditioning on natural language instructions, large language models (LLMs) have displayed impressive capabilities as general-purpose computers.

Few-Shot Learning In-Context Learning +3

Increasing Students' Engagement to Reminder Emails Through Multi-Armed Bandits

no code implementations • 10 Aug 2022 • Fernando J. Yanez, Angela Zavaleta-Bernuy, Ziwen Han, Michael Liut, Anna Rafferty, Joseph Jay Williams

We highlight problems with these adaptive algorithms - such as possible exploitation of an arm when there is no significant difference - and address their causes and consequences.

Management Multi-Armed Bandits +1

Parameter efficient dendritic-tree neurons outperform perceptrons

1 code implementation • 2 Jul 2022 • Ziwen Han, Evgeniya Gorobets, Pan Chen

Biological neurons are more powerful than artificial perceptrons, in part due to complex dendritic input computations.