ContextVis: Envision Contextual Learning and Interaction with Generative Models

TL;DR

ContextVis introduces a workflow by integrating generative models to create contextual learning materials to boost knowledge acquisition through the creation of resources with contextual cues, establishing a unified platform for content creation and interaction.

Abstract

ContextVis introduces a workflow by integrating generative models to create contextual learning materials. It aims to boost knowledge acquisition through the creation of resources with contextual cues. A case study on vocabulary learning demonstrates the effectiveness of generative models in developing educational resources that enrich language understanding and aid memory retention. The system combines an easy-to-use Dashboard for educators with an interactive Playground for learners, establishing a unified platform for content creation and interaction. Future work may expand to include a wider range of generative models, media formats, and customization features for educators.

Figures (6)

• Figure 1: The general workflow of ContextVis system.
• Figure 2: A case workflow of ContextVis system.
• Figure 3: An overview of the Dashboard.
• Figure 4: Stickers generated for the same vocabulary in different contexts.
• Figure 5: Explorer view of the Playground.