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Litman, Diane; Zhang, Haoran; Correnti, Richard; Matsumura, Lindsay Clare; Wang, Elaine – Grantee Submission, 2021
Automated Essay Scoring (AES) can reliably grade essays at scale and reduce human effort in both classroom and commercial settings. There are currently three dominant supervised learning paradigms for building AES models: feature-based, neural, and hybrid. While feature-based models are more explainable, neural network models often outperform…
Descriptors: Essays, Writing Evaluation, Models, Accuracy
Levin, Jesse; de los Reyes, Iliana Brodziak; Atchison, Drew; Manship, Karen; Arellanes, Melissa; Hu, Lynn – Policy Analysis for California Education, PACE, 2018
This report presents the results of a thorough study conducted by American Institutes for Research (AIR) to investigate the cost of providing an "adequate" education to California students attending public elementary, middle, and high schools. The study addresses the following question: "What is the cost of providing all California…
Descriptors: Public Schools, Elementary Secondary Education, State Standards, State Departments of Education
Smalley, Christopher – ProQuest LLC, 2014
The purpose of this study was to compare elementary classroom teachers' actual practice and perceived importance of English Language Arts professional development in five professional development dimensions: alignment, content and modeling, active learning, collaboration, and follow-up, in high and low mastery, low needs schools. The schools…
Descriptors: Elementary School Teachers, Educational Practices, Language Arts, Professional Development