Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts

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Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts

10 January 2025

Elizabeth Schaefer

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Papers citing "Gender-Neutral Large Language Models for Medical Applications: Reducing Bias in PubMed Abstracts"

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Title
Inclusivity in Large Language Models: Personality Traits and Gender Bias in Scientific Abstracts Naseela Pervez Alexander J. Titus 50 3 0 27 Jun 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender? Haozhe An Christabel Acquaye Colin Wang Zongxia Li Rachel Rudinger 99 12 0 15 Jun 2024
Measuring Implicit Bias in Explicitly Unbiased Large Language Models Xuechunzi Bai Angelina Wang Ilia Sucholutsky Thomas Griffiths 150 36 0 06 Feb 2024
Gender bias and stereotypes in Large Language Models Hadas Kotek Rikker Dockum David Q. Sun 125 252 0 28 Aug 2023
Building Socio-culturally Inclusive Stereotype Resources with Community Engagement Sunipa Dev J. Goyal Dinesh Tewari Shachi Dave Vinodkumar Prabhakaran 69 26 0 20 Jul 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns Tamanna Hossain Sunipa Dev Sameer Singh AILaw 106 41 0 06 Jun 2023
A Robust Bias Mitigation Procedure Based on the Stereotype Content Model Eddie L. Ungless Amy Rafferty Hrichika Nag Bjorn Ross 72 30 0 26 Oct 2022
Persistent Anti-Muslim Bias in Large Language Models Abubakar Abid Maheen Farooqi James Zou AILaw 146 562 0 14 Jan 2021
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 162 1,261 0 28 May 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 610 4,430 0 23 Aug 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 141 563 0 21 Jun 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 83 195 0 18 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 134 421 0 05 Apr 2019
Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting Maria De-Arteaga Alexey Romanov Hanna M. Wallach J. Chayes C. Borgs Alexandra Chouldechova S. Geyik K. Kenthapadi Adam Tauman Kalai 217 466 0 27 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.0K 95,673 0 11 Oct 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 152 417 0 29 Aug 2018
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 174 3,162 0 21 Jul 2016