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ResearchFormerly WizWand

Input-bound consistency on Subject and Property Perturbations dataset

38Subject Agreement (%)ENtity-Aware Finetuning

Evaluation results

Method	Links
ENtity-Aware Finetuning2025.01		38	22
ENtity-Aware Finetuning2025.01		33	9
ENtity-Aware Finetuning2025.01		31	28
ENtity-Aware Finetuning2025.01		29	33
Pre-Trained Model2025.01		28	24
ENtity-Aware Finetuning2025.01		22	0
ENtity-Aware Finetuning2025.01		18	26
Pre-Trained Model2025.01		13	44
Vanilla Finetuning2025.01		12	30
Vanilla Finetuning2025.01		11	33
ENtity-Aware Finetuning2025.01		8	6
ENtity-Aware Finetuning2025.01		6	35
ENtity-Aware Finetuning2025.01		6	43
ENtity-Aware Finetuning2025.01		0	50