KLCF formalizes long-form factuality as bidirectional distribution matching between expressed and parametric knowledge, using a sampled factual checklist for recall and a truthfulness reward for precision.
She has been vocal about issues related to refugees and has worked on campaigns to raise awareness and improve conditions for those seeking asylum
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Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality
KLCF formalizes long-form factuality as bidirectional distribution matching between expressed and parametric knowledge, using a sampled factual checklist for recall and a truthfulness reward for precision.