Search Results for author: Isabel O. Gallegos

Found 2 papers, 1 papers with code

Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

no code implementations3 Feb 2024 Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt

Large language models (LLMs) have shown remarkable advances in language generation and understanding but are also prone to exhibiting harmful social biases.

Text Generation Zero-Shot Learning

Bias and Fairness in Large Language Models: A Survey

1 code implementation2 Sep 2023 Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

Rapid advancements of large language models (LLMs) have enabled the processing, understanding, and generation of human-like text, with increasing integration into systems that touch our social sphere.

counterfactual Fairness

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