AI RESEARCH
From Feature-Based Models to Generative AI: Validity Evidence for Constructed Response Scoring
arXiv CS.AI
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ArXi:2603.19280v1 Announce Type: cross The rapid advancements in large language models and generative artificial intelligence (AI) capabilities are making their broad application in the high-stakes testing context likely. Use of generative AI in the scoring of constructed responses is particularly appealing because it reduces the effort required for handcrafting features in traditional AI scoring and might even outperform those methods.