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cs.AI2026
CASI: Credit Assignment via Set Intervention for Agentic Retrieval
Xinyi Cheng, Tianfu Zhang, Jiwen Li +5
Large language models increasingly generate multiple retrieval actions jointly, while downstream systems often provide only one reward for the resulting set. Broadcasting this rewa…
cs.AI2026
CAP: A Scalable Benchmark for Evaluating Cross-Site Browser Agents with Complex Actions and Perception
Zejun Xu, Taiyi Chen, Jin Li +13
Large language models are increasingly deployed as autonomous agents that interact with the web through browsers. While recent progress has been driven by benchmarks that evaluate…