Evidence recovery from verdicts via post-training on verdicts alone; measuring how much annotated evidence a small language model can recover on ContractNLI without human evidence labels at any stage
Read the original at arxiv.org→arXiv:2610.06962v1 Announce Type: new Abstract: In many review workflows the verdict is the only thing retained. The passages behind it are not marked, because that annotation costs far more than recording the...
Original headline: "Verdicts Without Annotated Evidence: Rejection Sampling or Label-Only Post-Training for Evidence Recovery?"
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- Oct 7, 04:00 UTC arXiv cs.CL lead source Verdicts Without Annotated Evidence: Rejection Sampling or Label-Only Post-Training for Evidence Recovery?