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20232026
most citedPDFTriage: Question Answering over Long, Structured Documents

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cs.CL2025

Shrinking the Generation-Verification Gap with Weak Verifiers

Jon Saad-Falcon, E. Kelly Buchanan, Mayee F. Chen +9

Verifiers can improve language model capabilities by scoring and ranking responses from generated candidates. Currently, high-quality verifiers are either unscalable (e.g., humans)…