Improving Lexical Difficulty Prediction with Context-Aligned Contrastive Learning and Ridge Ensembling

Wicaksono Leksono Muhamad, Joanito Agili Lopo, Tsamarah Rana Nugraha +2

Lexical difficulty prediction is a fundamental problem in language learning and readability assessment, requiring models to estimate word difficulty across different first-language…