Marianna Apidianaki

Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification

2019 · arXiv (Cornell University)

Sentence simplification is the task of rewriting texts so they are easier to understand. Recent research has applied sequence-to-sequence (Seq2Seq) models to this task, focusing largely on training-time improvements via reinforcement learning and memory augmentation. …