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Towards Recursive Self-Evolving Agentic Literature Retrieval

cs.IR · 2026-05-14 · unverdicted · novelty 4.0

PaSaMaster, a recursive self-evolving agentic literature retrieval system, reports 16.5× higher F1 than Google Scholar and 37.8% higher F1 than GPT-5.2 on PaSaMaster-Bench across 38 disciplines with zero source hallucination at ~1% cost.

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  • Towards Recursive Self-Evolving Agentic Literature Retrieval cs.IR · 2026-05-14 · unverdicted · none · ref 22

    PaSaMaster, a recursive self-evolving agentic literature retrieval system, reports 16.5× higher F1 than Google Scholar and 37.8% higher F1 than GPT-5.2 on PaSaMaster-Bench across 38 disciplines with zero source hallucination at ~1% cost.