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Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy Anonymous ACL submissionAbstract024 0251026The ability of neural language models to memorize their training data
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Preventing generation of verbatim refers to measures or processes implemented to ensure that specific information is not reproduced or retrieved in its exact form, often to protect sensitive data or maintain confidentiality.
Organizations and individuals who handle sensitive information, or are subject to specific regulations that mandate the safeguarding of such data, are typically required to file preventing generation of verbatim.
Filling out a preventing generation of verbatim form typically involves providing details about the sensitive data being protected, the rationale for prevention measures, and any relevant regulatory references that apply to the information.
The purpose is to protect sensitive information from unauthorized access or reproduction, maintain privacy, and comply with legal and ethical standards regarding data handling.
Information that generally needs to be reported includes the nature of the sensitive data, the specific regulations applicable, the preventive measures in place, and contact details of responsible personnel.
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