Papers by Fatemeh Bahrani
Psychological Steering in LLMs: An Evaluation of Effectiveness and Trustworthiness (2026.acl-long)
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Amin Banayeeanzade, Ala N. Tak, Fatemeh Bahrani, Anahita Bolourani, Leonardo Blas, Emilio Ferrara, Jonathan Gratch, Sai Praneeth Karimireddy
| Challenge: | Using a model with a high degree of emotion and personality control, large language models can be used to control socially interactive interactions. |
| Approach: | They propose a Psychologically-informed benchmark to evaluate LLM steering effectiveness and trustworthiness across emotion and personality domains. |
| Outcome: | The framework establishes the first holistic evaluation of emotion and personality steering, offering insights into its interpretability and reliability for socially interactive applications. |