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Evidence record 4574 · automatically gathered

To Redact, or not to Redact? A Local LLM Approach to Deliberative Process Privilege Classification

Government transparency laws, like the Freedom of Information (FOIA) acts in the United States and United Kingdom, and the Woo (Open Government Act) in the Netherlands, grant citizens the right to directly request documents from the government. As these documents might contain sensitive information, such as personal information or threats to national security, the laws allow governments to redact sensitive parts of the documents prior to release. We build on prior research to perform automatic s

Record details

Published: 11 May 2026
Source: arXiv
Category: Research
Topics: Military & security · Transparency
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

Shared topic: Military & security · Shared topic: Transparency

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How to cite this record

ethics.ai (11 May 2026), “To Redact, or not to Redact? A Local LLM Approach to Deliberative Process Privilege Classification,” evidence record 4574, https://ethics.ai/record/4574 (originally published by arXiv).

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