Floortje Bos
MSc AI student, Vrije Universiteit Amsterdam
2026
Host organisation: Ministry of the Interior and Kingdom Relations
Topic: From Rule Execution to Citizen Explanation - Evaluating LLM-Generated Explanations in Rule-Based Government Systems
Co-supervisor: Jieying Chen
Links
About
Floortje’s thesis investigated how graph-structured representations of rule-based government decision processes can be integrated with LLMs to generate citizen-focused explanations that are legally grounded and faithful to the underlying rule-execution trace. She built a graph-based explanation pipeline for three Dutch legal domains (Zorgtoeslagwet, Participatiewet, and Alcoholwet), evaluating the generated explanations for legal grounding, faithfulness, and citizen comprehensibility.
Publications
From Rule Execution to Citizen Explanation: Evaluating LLM-Generated Explanations in Rule-Based Government Systems (Thesis Abstract)
Floortje Bos and Anne Schuth and Jieying Chen.
In Proceedings of the 38th Benelux Conference on Artificial Intelligence and the 35th Belgian Dutch Conference on Machine Learning (BNAIC/BeNeLearn 2026), 2026.
0 citations
From Rules as Executed to Citizen Explanation: Evaluating LLM-Generated Explanations in Rule-Based Government Systems
Floortje Bos and Anne Schuth and Jieying Chen.
In Legal Knowledge and Information Systems: JURIX 2026, the Thirty-ninth Annual Conference, 2026.