AINeutralarXiv – CS AI · 6h ago6/10
🧠
KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning
Researchers introduce KnowledgeGain, a metric that evaluates science news quality by measuring reader learning rather than semantic similarity. Validated through human studies, the metric uses an LLM reader simulator to identify articles that improve post-reading comprehension and knowledge retention aligned with Bloom's Taxonomy.