Ruffle &Riley: Insights from Designing and Evaluating a Large Language Model-Based Conversational Tutoring System

Keyphrases

• Language Model 100%
• Riley 100%
• Tutoring System 100%
• Large Language Models 60%
• Instructional Design 40%
• Reading Activities 40%
• Architectural Research 20%
• Recent Advances 20%
• Natural Language 20%
• Chatbot 20%
• Freeform 20%
• Between-subject 20%
• User Study 20%
• Usage Patterns 20%
• Learning Experience 20%
• Novel Types 20%
• Interaction-based 20%
• Outer Loop 20%
• System User 20%
• System Architecture 20%
• AI-based Methods 20%
• User Experience 20%
• System Usage 20%
• Engagement Levels 20%
• Learning Technologies 20%
• Short-term Learning 20%
• Biology Learning 20%
• Cognitive Engagement 20%
• Engaged Learning 20%
• Widespread Adoption 20%
• Learning Gain 20%
• Enhanced Learning Outcome 20%
• Content Authoring 20%
• Reasoning Tasks 20%
• Online User Study 20%
• Learning-by-teaching 20%
• Analyzing System 20%
• Experience Survey 20%
• Loop Structure 20%
• Teaching Formats 20%
• Model-based Learning 20%

Computer Science

• Language Modeling 100%
• Tutoring System 100%
• Large Language Model 60%
• Learning Experiences 40%
• Instructional Designs 40%
• Chatbot 20%
• Open Source 20%
• User Experience 20%
• Reasoning Task 20%
• Cognitive Engagement 20%
• Learning Technology 20%
• Widespread Adoption 20%
• Artificial Intelligence 20%
• System Architecture 20%