Using transformer language models to validate peer-assigned essay scores in massive open online courses (MOOCs)
Massive Open Online Courses (MOOCs) such as those offered by Coursera are popular
ways for adults to gain important skills, advance their careers, and pursue their interests …
ways for adults to gain important skills, advance their careers, and pursue their interests …
iScore: Visual Analytics for Interpreting How Language Models Automatically Score Summaries
The recent explosion in popularity of large language models (LLMs) has inspired learning
engineers to incorporate them into adaptive educational tools that automatically score …
engineers to incorporate them into adaptive educational tools that automatically score …
Formative Feedback on Student-Authored Summaries in Intelligent Textbooks Using Large Language Models
As intelligent textbooks become more ubiquitous in classrooms and educational settings, the
need to make them more interactive arises. An alternative is to ask students to generate …
need to make them more interactive arises. An alternative is to ask students to generate …
Using Large Language Models to Provide Formative Feedback in Intelligent Textbooks
As intelligent textbooks become more ubiquitous in classrooms and educational settings, the
need arises to automatically provide formative feedback to written responses provided by …
need arises to automatically provide formative feedback to written responses provided by …
A World CLASSE Student Summary Corpus
S Crossley, P Baffour, M Dascalu… - Proceedings of the 19th …, 2024 - aclanthology.org
This paper introduces the Common Lit Augmented Student Summary Evaluation (CLASSE)
corpus. The corpus comprises 11,213 summaries written over six prompts by students in …
corpus. The corpus comprises 11,213 summaries written over six prompts by students in …
Exploring the Effects of “AI-Generated” Discussion Summaries on Learners' Engagement in Online Discussions
X Hao, M Cukurova - International Conference on Artificial Intelligence in …, 2023 - Springer
Discussion summaries have been considered important for promoting peer interactions in
online discussion forums. However, most previous research only focused on student …
online discussion forums. However, most previous research only focused on student …
How AI Evaluates Learner Comprehension: A Comparison of Knowledge-Based and Large Language Model (LLM)-Based AI Approaches
This study investigated two AI techniques for evaluating learners' summaries and explored
the relationship between them: the SMART knowledge-based AI tool, which generated …
the relationship between them: the SMART knowledge-based AI tool, which generated …