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Identifying Language Communities for Security and Performance

David Guy Brizan University of San Francisco / CUNY Graduate Center

Audience level: Intermediate
Topic area: Misc




When we type or speak, we transmit demographic information. This information has many benign uses, including as a continuous biometric which can be used as a non-invasive security mechanism. In addition, this information can be used to customize models to particular communities, resulting in higher performance for natural language processing tasks.