Skeleton-based Coherence Modeling in Narratives

1. 1Extract skeletons from individual sentences using neural networks
2. 2Use the extracted skeletons to generate coherent narrative stories
3. 3Evaluate the consistency of skeletons across subsections of the narrative
4. 4Apply the coherence model to detect and fix incoherent structures in text

NLP researchers and AI engineers on a team can benefit from this study to improve text generation and coherence modeling, enabling them to develop more sophisticated language models

💡 Using neural networks to extract and generate skeletons can improve coherence in text generation

💡 Coherence modeling in narratives with skeleton-based approach