2 papers
cs.CL2026
CLARA: Can AI Assess Developmental Appropriateness in Children's Stories?
Sijing Yin, Zirui Wang, Qian Liu +1
Assessing the developmental suitability of children's narratives is important for educational recommendation and developmental literacy research, yet such assessment typically reli…
cs.AI2026
S2ED: From Story to Executable Descriptions for Consistency-Aware Story Illustration
Sijing Yin, Jiamou Liu, Xiao Tang +2
Multi-frame story illustration requires long-horizon coherence beyond single-image text-to-image generation, including narrative decomposition and persistent character identity, la…