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Natural Language Inference on ContractNLI SCROLLS (test)

59.38Exact Match (EM)BART
29.4837.242545.00552.7675May 21, 2026

Evaluation results

MethodLinks
BARTBackbone=BART-base, Evaluation Protocol=FT (standard), Input Length (n)=1024, Attention=Dense2026.0559.38
Block-ChaCALBackbone=BART-base, Evaluation Protocol=FT (modified), Input Length (n)=1024, Attention=Blockwise substitution in decoder's first layer, m=n//32026.0536.72
BARTBackbone=BART-base, Evaluation Protocol=zero-shot, Input Length (n)=1024, Attention=Dense2026.0530.63