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Fairness

3337 directly classified papers

Papers per year

Papers

Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models EMNLP 2025
Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods COLING 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
Observing Micromotives and Macrobehavior of Large Language Models AACL 2025
Breaking Language Barriers or Reinforcing Bias? A Study of Gender and Racial Disparities in Multilingual Contrastive Vision Language Models AACL 2025
LDPose: Towards Inclusive Human Pose Estimation for Limb-Deficient Individuals in the Wild ICCV 2025
PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025
Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025
Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025
Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control CVPR 2025
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025
My LLM might Mimic AAE - But When Should It? NAACL 2025
PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection NAACL 2025
Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective COLING 2025
Power(ful) Associations: Rethinking “Stereotype” for NLP ACL 2025
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede’s Cultural Dimensions COLING 2025
fairGNN-WOD: Fair Graph Learning Without Complete Demographics IJCAI 2025
An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025
Web(er) of Hate: A Survey on How Hate Speech Is Typed ACL 2025
Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025
Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025