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Zero-shot Question Answering on OpenBookQA

28.4AccuracyYat (sb+α)
27.15227.47627.828.124May 5, 2026

Evaluation results

MethodLinks
Yat (sb+α)Parameterization=shared (b, ε), Scaling=learnable per-channel, Evaluation mode=zero-shot2026.0528.4
Yat (pn+α)Parameterization=per-neuron, Scaling=learnable per-channel, Evaluation mode=zero-shot2026.0528.2
GELUArchitecture=GELU MLP, Evaluation mode=zero-shot2026.0527.87
Yat (pn+ca)Parameterization=per-neuron, Scaling=constant per-channel, Evaluation mode=zero-shot2026.0527.47
Yat (sb+ca)Parameterization=shared (b, ε), Scaling=constant per-channel, Evaluation mode=zero-shot2026.0527.2