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#information-retrieval
1 articles
01
2026-08-12
·
Paper Deep-Dives
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★ MEMBER
·
PAPER
·
8 min read
Paper Deep Dive: AskChem — Changing the Unit of Search from Papers to Provenance-Carrying Claims
An NYU-led systems paper that swaps the retrieval unit of chemistry literature search from papers to claims grounded by a DOI and a verbatim quote. We walk through the 2.4M-claim index, evidence graph, and hybrid search design, the evaluation that took DOI resolution from 88.3% to 100%, and the paper's honest limitations.