Can We Reliably Rank Model Performance across Domains without Labeled Data?

Veronica Rammouz, Aaron Gonzalez, Carlos Cruzportillo +3

Estimating model performance without labels is an important goal for understanding how NLP models generalize. While prior work has proposed measures based on dataset similarity or…