KnowledgeGain: Evaluating and Optimizing Science News Generation for Reader Learning

ArXi:2605.31099v1 Announce Type: cross Science news is an important medium to communicate discoveries between the research communities and the public. Yet, most metrics for generated or summarized text evaluate semantic similarity and factual consistency, but do not measure how much knowledge readers learn from the news. We