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source-based-writing

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PaperAssessing Writing18 Jul 2026
Modeling the reading-to-writing pipeline: Knowledge graph and LLM-based assessment framework for source-based writing
Byungyeon Yun, Miranda Moe, Lauren E. Flynn, Püren Öncel et al.
This study proposes a framework that models the reading-to-writing pipeline using knowledge graphs and large language models to assess source-based writing. The approach aims to capture how writers integrate source information and improve automated evaluation of writing quality.
reading-writing-connection source-based-writing knowledge-graph llm-assessment writing-assessment★ 8/10
PaperAssessing Writing1 Jul 2026
Source integration in source-based writing: From theoretical modeling to predictive analytics
Andrew Potter, Yu Tian, Renu Balyan, Maria Goldshtein et al.
This study models how writers integrate sources in source-based writing and uses predictive analytics to analyze integration patterns, aiming to improve understanding of academic writing processes.
source-based-writing academic-writing predictive-analytics writing-process★ 8/10

Modeling the reading-to-writing pipeline: Knowledge graph and LLM-based assessment framework for source-based writing