Liu, C.; Jiang, X.; Shen, F.; Zhu, L.; Song, J.; Shen, H. T.; Xu, X. De-Biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning. AAAI 2026, 40, 7096-7104.