Knowing Is Not Choosing: What Explicit Verification Adds Beyond Generative Preference
This work separate factual recall into three steps: generating a correct candidate, ranking the available candidates, and selecting the final answer, and shows that these capabilities do not collapse into a single notion of ``knowing''.
Yi-Long Li, Cheng-Po Yan, Aayan Arish et al.
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