PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data

Juntao Tan, Liangwei Yang, Zuxin Liu, Zhiwei Liu, Rithesh R N, Tulika Manoj Awalgaonkar, Jianguo Zhang, Weiran Yao, Ming Zhu, Shirley Kokane, Silvio Savarese, Huan Wang, Caiming Xiong, Shelby Heinecke. Findings of the Association for Computational Linguistics: ACL 2025. 2025.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.18653/v1/2025.findings-acl.49
Citations
2
Primary Topic
Persona Design and Applications
Type
article
Field-Weighted Citation Impact
3.87
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article

PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data

Liangwei Yang, Juntao Tan, Zhiwei Liu, Tulika Awalgaonkar et al.
2 citations
Persona Design and Applications
3.87
article

PersonaBench: Evaluating AI Models on Understanding Personal Information through Accessing (Synthetic) Private User Data

Liangwei Yang, Juntao Tan, Zhiwei Liu, Tulika Awalgaonkar, Weiran Yao, R N Rithesh, Caiming Xiong, Zuxin Liu, Silvio Savarese, Shelby Heinecke, Jianguo Zhang, Shirley Kokane, Huan Wang, Ming Zhu
article en
2 citations

Abstract

Juntao Tan, Liangwei Yang, Zuxin Liu, Zhiwei Liu, Rithesh R N, Tulika Manoj Awalgaonkar, Jianguo Zhang, Weiran Yao, Ming Zhu, Shirley Kokane, Silvio Savarese, Huan Wang, Caiming Xiong, Shelby Heinecke. Findings of the Association for Computational Linguistics: ACL 2025. 2025.

Salesforce (United States) (US)
Openalex Percentile: Top 7%
Persona Design and Applications
3.87
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