X-SYS is a reference architecture for interactive explanation systems organized around STAR quality attributes and five service components, demonstrated via SemanticLens for vision-language models.
In: Proceedings of the 2020 CHI conference on human factors in computing systems
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A knowledge-graph-plus-LLM pipeline that retrieves relevant facts and generates user-friendly explanations for machine-learning results in manufacturing.
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X-SYS: A Reference Architecture for Interactive Explanation Systems
X-SYS is a reference architecture for interactive explanation systems organized around STAR quality attributes and five service components, demonstrated via SemanticLens for vision-language models.
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Using Large Language Models and Knowledge Graphs to Improve the Interpretability of Machine Learning Models in Manufacturing
A knowledge-graph-plus-LLM pipeline that retrieves relevant facts and generates user-friendly explanations for machine-learning results in manufacturing.