Author

Jonathan Berant

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Jul 2026

CollabEval: Statistically Efficient Collaborative Model Evaluation via Matrix Completion

This work proposes Collaborative Evaluation (CollabEval), a simple, effective, and principled method for exploiting dependencies between historical runs of different models on the same tasks to improve statistical efficiency.

Adam Fisch, Daniel Deutsch, Joshua Maynez et al. · arXiv.org · 2 citations