AINeutralarXiv – CS AI · 7h ago6/10
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TreeSeeker: Tree-Structured Trial, Error, and Return in Deep Search
TreeSeeker is a new inference-time framework that improves deep web search by using tree-structured trial-and-error navigation. The system balances exploration and exploitation through textual UCB signals, demonstrating consistent improvements over baseline models on multiple benchmarks.