Bhaskar gorti resume examples
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Veera Babu Vabbilisetty Mobile No: +91 9390183334 Email
Veera Babu Vabbilisetty Mobile No: +91 9390183334 Email
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Resume: Kajal Yadav F-82, Patel Nagar
Resume: Kajal Yadav F-82, Patel Nagar
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Bias in Large Language Models: Origin, Evaluation, and Mitigation
\nameYufei Guo \emailguoyufei@gwu.edu
\nameMuzhe Guo \emailmuzheguo@gwu.edu
\nameJuntao Su \emailsujuntao@gwu.edu
\nameZhou Yang \emailzhou_yang@gwu.edu
\nameMengqiu Zhu \emailmzhu32@gwu.edu
\addrDepartment of Statistics, The George Washington University
\nameHongfei Li \emailhongfei.2.li@uconn.edu
\addrDepartment of Statistics, University of Connecticut
\nameMengyang Qiu \emailmengyangqiu@trentu.ca
\addrDepartment of Psychology, Trent University
\nameShuo Shuo Liu \emailshuoliu.academic@gmail.com
\addrDepartment of Statistics, The Pennsylvania State University
Abstract
Large Language Models (LLMs) have revolutionized natural language processing, but their susceptibility to biases poses significant challenges. This comprehensive review examines the landscape of bias in LLMs, from its origins to current mitigation strategies. We categorize biases as intrinsic and extrinsic, analyzing their manifestatio