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J. Welch

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Preprint Oct 2026

FormBench: A Benchmark for Fine-Grained Retrieval in Formulation Patents

We introduce FormBench, a platform for testing the ability of models to retrieve precise chemical information from technical documents. FormBench contains 55,352 queries and two retrieval corpus variants each with ~1M passages: FormBench-Random (C0), with randomly sampled distractors, and FormBench-Structured (C1), wit...

Vineeth Venugopal, Elsa A. Olivetti, J. Welch · 0 citations

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