A multimodal model (ELECTRA plus a linguistic-feature network) reportedly classifies literature into UK Key Stages with F1 0.996, though the evaluation split may leak book-level information.
Artificial intelligence in education: A review,
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What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguistics
A multimodal model (ELECTRA plus a linguistic-feature network) reportedly classifies literature into UK Key Stages with F1 0.996, though the evaluation split may leak book-level information.