Web2BigTable: A Bi-Level Multi-Agent LLM System for Internet-Scale Information Search and Extraction

Abstract excerpt

<title>Abstract</title> <p>Agentic web search increasingly faces two distinct demands: deep reasoning over a single target, and structured aggregation across many entities and heterogeneous sources. Current systems struggle on both fronts. Breadth-oriented tasks demand schema-aligned outputs with wide coverage and cross-entity consistency, while depth-oriented tasks require coherent reasoning over long, branching...

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Literature Corpus work

849d3b3f-8c88-5193-a4d9-15820c7c02d4

DOI

10.21203/rs.3.rs-9930430/v1