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Fairness

3337 directly classified papers

Papers per year

Papers

AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025
Rethinking Prompt-based Debiasing in Large Language Model ACL 2025
Africa Health Check: Probing Cultural Bias in Medical LLMs EMNLP 2025
Hydrangea@DravidianLanTech2025: Abusive language Identification from Tamil and Malayalam Text using Transformer Models NAACL 2025
Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models ICCV 2025
Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025
Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025
Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
Measuring and Mitigating Media Outlet Name Bias in Large Language Models EMNLP 2025
Diversity-oriented Data Augmentation with Large Language Models ACL 2025
LLMs Trust Humans More, That’s a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation ACL 2025
VoiceBBQ: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model EMNLP 2025
A Comprehensive Framework to Operationalize Social Stereotypes for Responsible AI Evaluations EMNLP 2025
The AI Gap: How Socioeconomic Status Affects Language Technology Interactions ACL 2025
The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025
Social Bias in Multilingual Language Models: A Survey EMNLP 2025
Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025
Adapting Bias Evaluation to Domain Contexts using Generative Models EMNLP 2025