Project 3: Bias in Large Language Models (LLMs) for Kidney Transplant Publications

Objective: The main objectives of this study are (1) to conduct a comprehensive comparison of the capabilities and limitations in supporting the peer review process of three common LLMs –Llama3, GPT-3.5, and Mistral– and (2) to rank the fairness of the LLMs based on detection of affiliation bias in generated acceptance rates.

Publication Details

Journal
George Mason University
Published
2024-09-01
DOI
https://doi.org/10.13021/mars/14510
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Project 3: Bias in Large Language Models (LLMs) for Kidney Transplant Publications

George Mason University
Artificial Intelligence in Healthcare and Education
article

Project 3: Bias in Large Language Models (LLMs) for Kidney Transplant Publications

article en

Abstract

Objective: The main objectives of this study are (1) to conduct a comprehensive comparison of the capabilities and limitations in supporting the peer review process of three common LLMs –Llama3, GPT-3.5, and Mistral– and (2) to rank the fairness of the LLMs based on detection of affiliation bias in generated acceptance rates.

George Mason University
Openalex Percentile: Top 69%
Artificial Intelligence in Healthcare and Education
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Project 3: Bias in Large Language Models (LLMs) for Kidney Transplant Publications · George Mason University (2024) | TGRS Research Map | TGRS