Anchor Points: Benchmarking Models with Much Fewer Examples

1 code implementation • 14 Sep 2023 • Rajan Vivek, Kawin Ethayarajh, Diyi Yang, Douwe Kiela

Moreover, just several anchor points can be used to estimate model per-class predictions on all other points in a dataset with low mean absolute error, sufficient for gauging where the model is likely to fail.

Benchmarking Language Modelling