Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices

21 June 2019

Papers citing "Mitigating Bias in Algorithmic Hiring: Evaluating Claims and Practices"

50 / 138 papers shown

Title
Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals Dena F. Mujtaba Nihar R. Mahapatra 9 0 0 17 May 2025
Efficient Fairness Testing in Large Language Models: Prioritizing Metamorphic Relations for Bias Detection Suavis Giramata Madhusudan Srinivasan Venkat Naidu Gudivada Upulee Kanewala 34 0 0 09 May 2025
FAIRE: Assessing Racial and Gender Bias in AI-Driven Resume Evaluations Athena Wen Tanush Patil Ansh Saxena Yicheng Fu Sean O'Brien Kevin Zhu 32 0 0 02 Apr 2025
Human aversion? Do AI Agents Judge Identity More Harshly Than Performance Yuanjun Feng Vivek Chodhary Y. Shrestha 21 0 0 31 Mar 2025
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education Hayate Iso Pouya Pezeshkpour Nikita Bhutani Estevam R. Hruschka 70 0 0 24 Mar 2025
Collective Reasoning Among LLMs A Framework for Answer Validation Without Ground Truth Seyed Pouyan Mousavi Davoudi Alireza Shafiee Fard Alireza Amiri-Margavi LRM 64 0 0 28 Feb 2025
Hiring under Congestion and Algorithmic Monoculture: Value of Strategic Behavior Jackie Baek Hamsa Bastani Shihan Chen 53 0 0 27 Feb 2025
DECAF: Learning to be Fair in Multi-agent Resource Allocation Ashwin Kumar William Yeoh 87 1 0 06 Feb 2025
Auditing a Dutch Public Sector Risk Profiling Algorithm Using an Unsupervised Bias Detection Tool Floris Holstege Mackenzie Jorgensen Kirtan Padh Jurriaan Parie Joel Persson Krsto Prorokovic Lukas Snoek 105 0 0 03 Feb 2025
Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring Contexts Preethi Seshadri Seraphina Goldfarb-Tarrant 40 1 0 08 Jan 2025
Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Alireza Amiri-Margavi Iman Jebellat Ehsan Jebellat Seyed Pouyan Mousavi Davoudi 99 2 0 25 Nov 2024
Decoding the Meaning of Success on Digital Labor Platforms: Worker-Centered Perspectives Pyeonghwa Kim Charis Asante-Agyei Isabel Munoz Michael Dunn Steve Sawyer 56 0 0 21 Nov 2024
Fair Resource Allocation in Weakly Coupled Markov Decision Processes Xiaohui Tu Yossiri Adulyasak Nima Akbarzadeh Erick Delage 44 0 0 14 Nov 2024
Assessing the Auditability of AI-integrating Systems: A Framework and Learning Analytics Case Study Linda Fernsel Yannick Kalff Katharina Simbeck 36 2 0 29 Oct 2024
Feature Responsiveness Scores: Model-Agnostic Explanations for Recourse Seung Hyun Cheon Anneke Wernerfelt Sorelle A. Friedler Berk Ustun FaML FAtt 45 0 0 29 Oct 2024
Revealing Hidden Bias in AI: Lessons from Large Language Models Django Beatty Kritsada Masanthia Teepakorn Kaphol Niphan Sethi 25 1 0 22 Oct 2024
On the Reliability of Large Language Models to Misinformed and Demographically-Informed Prompts Toluwani Aremu Oluwakemi Akinwehinmi Chukwuemeka Nwagu Syed Ishtiaque Ahmed Rita Orji Pedro Arnau Del Amo Abdulmotaleb El Saddik 29 0 0 06 Oct 2024
"Hi. I'm Molly, Your Virtual Interviewer!" -- Exploring the Impact of Race and Gender in AI-powered Virtual Interview Experiences Shreyan Biswas Ji-Youn Jung Abhishek Unnam Kuldeep Yadav Shreyansh Gupta U. Gadiraju 52 3 0 26 Aug 2024
Development of REGAI: Rubric Enabled Generative Artificial Intelligence Zach Johnson Jeremy Straub 41 1 0 05 Aug 2024
Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval Kyra Wilson Aylin Caliskan 51 17 0 29 Jul 2024
Explainable Natural Language Processing for Corporate Sustainability Analysis Keane Ong Rui Mao Ranjan Satapathy Ricardo Shirota Filho Erik Cambria Johan Sulaeman G. Mengaldo 44 7 0 03 Jul 2024
Efficient DNN-Powered Software with Fair Sparse Models Xuanqi Gao Weipeng Jiang Juan Zhai Shiqing Ma Xiaoyu Zhang Chao Shen 50 0 0 03 Jul 2024
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 34 0 0 02 Jul 2024
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions Hussaini Mamman S. Basri A. Balogun Abubakar Abdullahi Imam Ganesh M. Kumar L. F. Capretz FaML 43 0 0 25 Jun 2024
Fair Clustering: Critique, Caveats, and Future Directions John Dickerson Seyed-Alireza Esmaeili Jamie Morgenstern Claire Jie Zhang FaML 50 1 0 22 Jun 2024
Leveraging Large Language Models to Measure Gender Bias in Gendered Languages Erik Derner Sara Sansalvador de la Fuente Yoan Gutiérrez Paloma Moreda Nuria Oliver 32 1 0 19 Jun 2024
On the Maximal Local Disparity of Fairness-Aware Classifiers Jinqiu Jin Haoxuan Li Fuli Feng 50 3 0 05 Jun 2024
Designing for Fairness in Human-Robot Interactions Houston Claure 32 0 0 31 May 2024
"They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations Preetam Prabhu Srikar Dammu Hayoung Jung Anjali Singh Monojit Choudhury Tanushree Mitra 42 8 0 08 May 2024
The Silicon Ceiling: Auditing GPT's Race and Gender Biases in Hiring Lena Armstrong Abbey Liu Stephen MacNeil D. Metaxa 45 12 0 07 May 2024
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention Cedric Deslandes Whitney Justin Norman 34 16 0 03 May 2024
Designing Algorithmic Recommendations to Achieve Human-AI Complementarity Bryce Mclaughlin Jann Spiess 35 1 0 02 May 2024
Diversity's Double-Edged Sword: Analyzing Race's Effect on Remote Pair Programming Interactions Shandler A. Mason S. Kuttal 27 3 0 11 Apr 2024
Inference-Time Rule Eraser: Fair Recognition via Distilling and Removing Biased Rules Yi Zhang Dongyuan Lu Jitao Sang FaML 37 1 0 07 Apr 2024
Auditing the Use of Language Models to Guide Hiring Decisions Johann D. Gaebler Sharad Goel Aziz Huq Prasanna Tambe MLAU 35 8 0 03 Apr 2024
The Pursuit of Fairness in Artificial Intelligence Models: A Survey Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 36 8 0 26 Mar 2024
FairTargetSim: An Interactive Simulator for Understanding and Explaining the Fairness Effects of Target Variable Definition Dalia Gala Milo Phillips-Brown Naman Goel Carinal Prunkl L. A. Jubete Medb Corcoran Ray Eitel-Porter 23 0 0 09 Mar 2024
AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems Clara Punzi Roberto Pellungrini Mattia Setzu F. Giannotti D. Pedreschi 25 5 0 09 Feb 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction Mike Zhang Rob van der Goot Min-Yen Kan Barbara Plank 37 3 0 30 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 38 78 0 25 Jan 2024
Visibility into AI Agents Alan Chan Carson Ezell Max Kaufmann K. Wei Lewis Hammond ... Nitarshan Rajkumar David M. Krueger Noam Kolt Lennart Heim Markus Anderljung 20 32 0 23 Jan 2024
Exploring Gender Disparities in Bumble's Match Recommendations Ritvik Aryan Kalra Pratham Gupta Ben Varghese N. Rangaswamy FaML 11 0 0 15 Dec 2023
Language Models: A Guide for the Perplexed Sofia Serrano Zander Brumbaugh Noah A. Smith 16 6 0 29 Nov 2023
Fairer and More Accurate Tabular Models Through NAS Richeek Das Samuel Dooley 23 4 0 18 Oct 2023
On Prediction-Modelers and Decision-Makers: Why Fairness Requires More Than a Fair Prediction Model Teresa Scantamburlo Joachim Baumann Christoph Heitz FaML 33 5 0 09 Oct 2023
Are Emily and Greg Still More Employable than Lakisha and Jamal? Investigating Algorithmic Hiring Bias in the Era of ChatGPT A. Veldanda Fabian Grob Shailja Thakur Hammond Pearce Benjamin Tan Ramesh Karri Siddharth Garg 32 16 0 08 Oct 2023
Strategic Evaluation: Subjects, Evaluators, and Society Benjamin Laufer Jon Kleinberg Karen Levy Helen Nissenbaum 23 3 0 05 Oct 2023
Setting the Right Expectations: Algorithmic Recourse Over Time Joao Fonseca Andrew Bell Carlo Abrate Francesco Bonchi Julia Stoyanovich 30 7 0 13 Sep 2023
Leave no Place Behind: Improved Geolocation in Humanitarian Documents Enrico Belliardo Kyriaki Kalimeri Yelena Mejova 22 2 0 06 Sep 2023
Prediction without Preclusion: Recourse Verification with Reachable Sets Avni Kothari B. Kulynych Tsui-Wei Weng Berk Ustun FaML 33 4 0 24 Aug 2023