AINewsnow

Verdicts Without Annotated Evidence: Rejection Sampling or Label-Only Post-Training for Evidence Recovery?

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 decision. We measure how much of that evidence a small language model can recover when it…

Read the full story at arXiv cs.CL ↗

Timeline · 1 report

  1. 2026-10-07 04:00 · arXiv cs.CL
    Verdicts Without Annotated Evidence: Rejection Sampling or Label-Only Post-Training for Evidence Recovery?

More stories

  1. Introducing Mistral Large 4 — Mistral AI News
  2. EmbeddingGemma 2: an open, lightweight multimodal embedding model — Google DeepMind Blog
  3. Sharing AI progress in mathematics — OpenAI News
  4. Mistral Says Its New AI Model ‘Le Chonk’ Is the Best Open-Weight Offering Outside of China — Wired AI
  5. Trump’s big AI move: ‘Super Intelligence Force’ launched, Jay Clayton named AI czar — Mint AI
  6. OpenAI safety leader quits, warning AI company’s culture is ‘broken’ — The Guardian AI
  7. Together Link: open models in the harness you already use. Start with one command today. — Together AI Blog
  8. OpenAI agents tried to hack Wikipedia tools and flooded it with traffic — Ars Technica AI

Get the daily brief of stories like this at 6:30 every morning →