AI article

Your Experts Have Partners. There's HOPE for Keeping Them Together

huggingface | Nov 9, 2026 | Alex M Tseng

Automated excerpt

In reality, experts form cooperative groups. Our newest paper derives HOPE (Higher-Order Pruning of Experts), a second-order method that accounts for pairwise expert interactions. Experts retained only by HOPE consistently have higher cooperative scores than experts retained only by REAP.

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