This study explores using transfer learning in machine learning for natural language processing (NLP) to create generic automated essay scoring (AES) models, providing instant online scoring for statewide writing assessments in K-12 education. The goal is to develop an instant online scorer that is generalizable to any prompt, addressing the…

In response to the Elementary and Secondary Education Act in 2001 (No Child Left Behind), states have sought various ways to adequately assess students in order to in turn hold schools and districts accountable for closing the achievement gap. As the state of Texas, motivated by pressure from parents, teachers, and other vested interest groups who…

Despite its importance of academic language, research on academic language is often limited to academic vocabulary and focused on the English language learners. Informed by systemic functional linguistics, this study examined adolescents' use of academic language and the relationships between its use and students' reading ability and their writing…

Many national reports indicate that more attention needs to be placed on writing and the teaching of writing in schools. The purpose of this quantitative study was to, first, examine the structure of the DWA and, second, to use the scores from the DWA to examine the relationship between ELL status and writing proficiency. Five major research…