output
20162026
most citedLanguage Model Crossover: Variation through Few-Shot Prompting

63 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2023Show all

3 papers · 1 filter

cs.NE2023

Discovering Effective Policies for Land-Use Planning with Neuroevolution

Daniel Young, Olivier Francon, Elliot Meyerson +5

How areas of land are allocated for different uses, such as forests, urban areas, and agriculture, has a large effect on the terrestrial carbon balance, and therefore climate chang…

cs.NE2023★ 63 cited

Language Model Crossover: Variation through Few-Shot Prompting

Elliot Meyerson, Mark J. Nelson, Herbie Bradley +4

This paper pursues the insight that language models naturally enable an intelligent variation operator similar in spirit to evolutionary crossover. In particular, language models o…

cs.NE2023

Accelerating Evolution Through Gene Masking and Distributed Search

Hormoz Shahrzad, Risto Miikkulainen

In building practical applications of evolutionary computation (EC), two optimizations are essential. First, the parameters of the search method need to be tuned to the domain in o…