作者位次 #2/3ICML 2026Poster· Deep Learning / Robustness
Unifying Adversarial Robustness and Training Across Text Scoring Models
Manveer Tamber · Hosna Oyarhoseini · Jimmy Lin
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Manveer Tamber · Hosna Oyarhoseini · Jimmy Lin
Zijian Chen · Xueguang Ma · Shengyao Zhuang · Ping Nie · Kai Zou · Sahel Sharifymoghaddam · Andrew Liu · Joshua Green · Kshama Patel · Ruoxi Meng · Mingyi Su · Yanxi Li · Haoran Hong · Xinyu Shi · Xuye Liu · Hosna Oyarhoseini · Nandan Thakur · Crystina Zhang · Luyu Gao · Wenhu Chen · Jimmy Lin
Deep search agents that combine large language models with retrieval tools excel at complex, multi-hop queries. Yet, existing benchmarks such as BrowseComp rely on black-box web search APIs, facing key limitations. (1) Fairness: for agents, dynamic and opaque web APIs hinder reproducibility and f...