BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents. - Zijian Chen; Xueguang Ma; Shengyao Zhuang; Ping Nie; Kai Zou; Sahel Sharifymoghaddam; Andrew Liu; Joshua Green; Kshama Patel; Ruoxi Meng; Mingyi Su; Yanxi Li; et al. (ACL (1), 2026)

Unifying Adversarial Robustness and Training Across Text Scoring Models. - Manveer Singh Tamber; Hosna Oyarhoseini; Jimmy Lin (CoRR, 2026)

A Unified Perturbation Framework for Analyzing Leaderboard Stability and Manipulation. - Hosna Oyarhoseini; Jimmy Lin; Amir-Hossein Karimi (CoRR, 2026)