arxivcs.CLcs.LG2026-07-21
Translation as Augmentation: Effect of Translated Data on Assessment of Difficulty
Yiheng Wu, Jue Hou, Roman Yangarber
Reliable Text Difficulty Assessment is a prerequisite for valid text simplification workflows and personalized learning applications. However, the development of robust assessment models is severely hindered by a critical bottleneck: the scarcity of expert-annotated corpora conta…