Using unlearning-based ablation and information-leakage tests, the paper finds UK government websites matter for LLM performance on welfare queries while data.gov.uk datasets are not recalled.
The role of government as a provider of data for AI, 2024
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Methods to Assess the UK Government's Current Role as a Data Provider for AI
Using unlearning-based ablation and information-leakage tests, the paper finds UK government websites matter for LLM performance on welfare queries while data.gov.uk datasets are not recalled.