KEditVis: A Visual Analytics System for Knowledge Editing of Large Language Models

1. 1Identify the optimal set of model layers for editing using visual analytics
2. 2Analyze summary indicators to provide sufficient guidance for knowledge editing
3. 3Correct factual information in large language models using knowledge editing techniques
4. 4Evaluate the effectiveness of KEditVis in improving the accuracy of large language models

Data scientists and AI engineers on a team can benefit from KEditVis to improve the accuracy of large language models, and product managers can utilize it to enhance the overall performance of AI-powered products

💡 KEditVis provides a visual analytics system to correct factual information in large language models

🤖 KEditVis: A visual analytics system for knowledge editing of large language models #AI #LLMs