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Benjamin Newman

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#natural language process... Preprint Sep 2026

Realize What Matters: Principled Context Representation for Large-Scale Reasoning

Solving complex tasks in domains such as science, medicine, law, and finance often requires assembling interdependent information scattered across vast, heterogeneous sources far beyond model context limits. Existing approaches tackle this challenge by organizing information into more manageable representations over wh...

Michael Theologitis, Dean Light, S. Li et al. · 0 citations

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