52 citations · 211 across the 14 of their papers we have counts for
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cs.CL2022★ 52 cited
Discovering Language Model Behaviors with Model-Written Evaluations
Ethan Perez, Sam Ringer, Kamilė Lukošiūtė +60
As language models (LMs) scale, they develop many novel behaviors, good and bad, exacerbating the need to evaluate how they behave. Prior work creates evaluations with crowdwork (w…
cs.LG2022★ 5 cited
Engineering Monosemanticity in Toy Models
Adam S. Jermyn, Nicholas Schiefer, Evan Hubinger
In some neural networks, individual neurons correspond to natural ``features'' in the input. Such \emph{monosemantic} neurons are of great help in interpretability studies, as they…