AI RESEARCH
Towards Knowledgeable Deep Research: Framework and Benchmark
arXiv CS.AI
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ArXi:2604.07720v2 Announce Type: replace Deep Research (DR) requires LLM agents to autonomously perform multi-step information seeking, processing, and reasoning to generate comprehensive reports. In contrast to existing studies that mainly focus on unstructured web content, a challenging DR task should. additionally. utilize structured knowledge to provide a solid data foundation, facilitate quantitative computation, and lead to in-depth analyses.