Papers by Arkadij Orlov
ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness (2025.findings-acl)
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| Challenge: | Large language models can process text from various document formats and facilitate user interactions through natural language queries. |
| Approach: | They propose a concept of sensitivity awareness (SA) which enables LLMs to adhere to predefined access rights rules. |
| Outcome: | The proposed model can adhere to predefined access rights rules while managing unauthorized requests while effectively addressing legitimate queries. |