A Unifying Bias-aware Multidisciplinary Framework for Investigating Socio-Technical Issues
Fuente:
arXiv
Guardado en:
| Autores principales: | Hasan, Sacha, Rizvi, Mehdi, Yuan, Yingfang, Chen, Kefan, Baillie, Lynne, Pang, Wei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness
por: Yuan, Yingfang, et al.
Publicado: (2024)
por: Yuan, Yingfang, et al.
Publicado: (2024)
Demographic Benchmarking: Bridging Socio-Technical Gaps in Bias Detection
por: Clavell, Gemma Galdon, et al.
Publicado: (2025)
por: Clavell, Gemma Galdon, et al.
Publicado: (2025)
AI Application Operations -- A Socio-Technical Framework for Data-driven Organizations
por: Jönsson, Daniel, et al.
Publicado: (2025)
por: Jönsson, Daniel, et al.
Publicado: (2025)
Fairness and Bias in Algorithmic Hiring: a Multidisciplinary Survey
por: Fabris, Alessandro, et al.
Publicado: (2023)
por: Fabris, Alessandro, et al.
Publicado: (2023)
AI-Simulated Expert Panels for Socio-Technical Scenarios and Decision Guidance
por: Ross, Andrew G., et al.
Publicado: (2026)
por: Ross, Andrew G., et al.
Publicado: (2026)
Cyber Slavery Infrastructures: A Socio-Technical Study of Forced Criminality in Transnational Cybercrime
por: Sarkar, Gargi, et al.
Publicado: (2025)
por: Sarkar, Gargi, et al.
Publicado: (2025)
From Replacement to Orchestration: A Socio-Technical Architecture for Agentic AI in Corporate R&D
por: Boussaid, Haithem, et al.
Publicado: (2026)
por: Boussaid, Haithem, et al.
Publicado: (2026)
The Missing Variable: Socio-Technical Alignment in Risk Evaluation
por: Flehmig, Niclas, et al.
Publicado: (2025)
por: Flehmig, Niclas, et al.
Publicado: (2025)
STAR: SocioTechnical Approach to Red Teaming Language Models
por: Weidinger, Laura, et al.
Publicado: (2024)
por: Weidinger, Laura, et al.
Publicado: (2024)
Data-Driven and Participatory Approaches toward Neuro-Inclusive AI
por: Rizvi, Naba
Publicado: (2025)
por: Rizvi, Naba
Publicado: (2025)
Global AI Bias Audit for Technical Governance
por: Hung, Jason
Publicado: (2026)
por: Hung, Jason
Publicado: (2026)
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models
por: Sathe, Ashutosh, et al.
Publicado: (2024)
por: Sathe, Ashutosh, et al.
Publicado: (2024)
The Potential of Citizen Platforms for Requirements Engineering of Large Socio-Technical Software Systems
por: Ruohonen, Jukka, et al.
Publicado: (2024)
por: Ruohonen, Jukka, et al.
Publicado: (2024)
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception
por: Lin, Luyang, et al.
Publicado: (2024)
por: Lin, Luyang, et al.
Publicado: (2024)
Socio-Technical Smell Dynamics in Code Samples: A Multivocal Review on Emergence, Evolution, and Co-Occurrence
por: Bueno, Arthur, et al.
Publicado: (2025)
por: Bueno, Arthur, et al.
Publicado: (2025)
Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap
por: Ghosh, Sourojit, et al.
Publicado: (2025)
por: Ghosh, Sourojit, et al.
Publicado: (2025)
Revisiting Technical Bias Mitigation Strategies
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
por: Mahamadou, Abdoul Jalil Djiberou, et al.
Publicado: (2024)
Red Teaming LLMs as Socio-Technical Practice: From Exploration and Data Creation to Evaluation
por: Garcia, Adriana Alvarado, et al.
Publicado: (2026)
por: Garcia, Adriana Alvarado, et al.
Publicado: (2026)
Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI
por: Amon, Archer, et al.
Publicado: (2024)
por: Amon, Archer, et al.
Publicado: (2024)
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic Paradigm
por: Song, Junhao, et al.
Publicado: (2024)
por: Song, Junhao, et al.
Publicado: (2024)
Introducing and Interfacing with Cybersecurity -- A Cards Approach
por: Shah, Ryan, et al.
Publicado: (2023)
por: Shah, Ryan, et al.
Publicado: (2023)
Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs
por: Wachter, Jasmin, et al.
Publicado: (2025)
por: Wachter, Jasmin, et al.
Publicado: (2025)
Algorithmic Fairness: Not a Purely Technical but Socio-Technical Property
por: Bian, Yijun, et al.
Publicado: (2025)
por: Bian, Yijun, et al.
Publicado: (2025)
Political Alignment in Large Language Models: A Multidimensional Audit of Psychometric Identity and Behavioral Bias
por: Sakhawat, Adib, et al.
Publicado: (2026)
por: Sakhawat, Adib, et al.
Publicado: (2026)
Feature Importance Disparities for Data Bias Investigations
por: Chang, Peter W., et al.
Publicado: (2023)
por: Chang, Peter W., et al.
Publicado: (2023)
Culturally Grounded Personas in Large Language Models: Characterization and Alignment with Socio-Psychological Value Frameworks
por: Greco, Candida M., et al.
Publicado: (2026)
por: Greco, Candida M., et al.
Publicado: (2026)
Investigating Markers and Drivers of Gender Bias in Machine Translations
por: Barclay, Peter J, et al.
Publicado: (2024)
por: Barclay, Peter J, et al.
Publicado: (2024)
Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions
por: Faenza, Yuri, et al.
Publicado: (2020)
por: Faenza, Yuri, et al.
Publicado: (2020)
An International and Multidisciplinary Teaching Experience with Real Industrial Team Project Development
por: Mellado, Martin, et al.
Publicado: (2024)
por: Mellado, Martin, et al.
Publicado: (2024)
Navigating AI in Social Work and Beyond: A Multidisciplinary Review
por: Dalziel, Matt Victor, et al.
Publicado: (2024)
por: Dalziel, Matt Victor, et al.
Publicado: (2024)
SoK: A Framework for Unifying At-Risk User Research
por: Warford, Noel, et al.
Publicado: (2021)
por: Warford, Noel, et al.
Publicado: (2021)
ASCenD-BDS: Adaptable, Stochastic and Context-aware framework for Detection of Bias, Discrimination and Stereotyping
por: Bahl, Rajiv, et al.
Publicado: (2025)
por: Bahl, Rajiv, et al.
Publicado: (2025)
Fuck the Algorithm: Conceptual Issues in Algorithmic Bias
por: Stinson, Catherine
Publicado: (2025)
por: Stinson, Catherine
Publicado: (2025)
Multidimensional Human Activity Recognition With Large Language Model: A Conceptual Framework
por: Hasan, Syed Mhamudul
Publicado: (2024)
por: Hasan, Syed Mhamudul
Publicado: (2024)
Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios
por: Tan, Bryan Chen Zhengyu, et al.
Publicado: (2025)
por: Tan, Bryan Chen Zhengyu, et al.
Publicado: (2025)
Mind The Gap: How The Technical Mechanism Of Agentic AI Outpace Global Legal Frameworks
por: Osmond, Marcel, et al.
Publicado: (2026)
por: Osmond, Marcel, et al.
Publicado: (2026)
Datasheets for Healthcare AI: A Framework for Transparency and Bias Mitigation
por: Siddik, Marjia, et al.
Publicado: (2025)
por: Siddik, Marjia, et al.
Publicado: (2025)
Equity Bias: An Ethical Framework for AI Design
por: Lockwood, Mary
Publicado: (2026)
por: Lockwood, Mary
Publicado: (2026)
Socio-Economic Consequences of Generative AI: A Review of Methodological Approaches
por: Costa, Carlos J., et al.
Publicado: (2024)
por: Costa, Carlos J., et al.
Publicado: (2024)
A Framework for Assurance Audits of Algorithmic Systems
por: Lam, Khoa, et al.
Publicado: (2024)
por: Lam, Khoa, et al.
Publicado: (2024)
Ejemplares similares
-
Quantifying the Cross-sectoral Intersecting Discrepancies within Multiple Groups Using Latent Class Analysis Towards Fairness
por: Yuan, Yingfang, et al.
Publicado: (2024) -
Demographic Benchmarking: Bridging Socio-Technical Gaps in Bias Detection
por: Clavell, Gemma Galdon, et al.
Publicado: (2025) -
AI Application Operations -- A Socio-Technical Framework for Data-driven Organizations
por: Jönsson, Daniel, et al.
Publicado: (2025) -
Fairness and Bias in Algorithmic Hiring: a Multidisciplinary Survey
por: Fabris, Alessandro, et al.
Publicado: (2023) -
AI-Simulated Expert Panels for Socio-Technical Scenarios and Decision Guidance
por: Ross, Andrew G., et al.
Publicado: (2026)