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Fairness

3337 directly classified papers

Papers per year

Papers

Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning IJCNLP 2025
No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models EMNLP 2025
Evaluating and Mitigating Linguistic Discrimination in Large Language Models: Perspectives on Safety Equity and Knowledge Equity IJCAI 2025
Analyzing and Improving the Skin Tone Consistency and Bias in Implicit 3D Relightable Face Generators WACV 2025
Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025
Exploring Health Misinformation Detection with Multi-Agent Debate IJCNLP 2025
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025
Evaluating Health Question Answering Under Readability-Controlled Style Perturbations EMNLP 2025
Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning EMNLP 2025
EMBRACE: Shaping Inclusive Opinion Representation by Aligning Implicit Conversations with Social Norms IJCNLP 2025
That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects EMNLP 2025
Joint Vision-Language Social Bias Removal for CLIP CVPR 2025
Beyond the Rubric: Cultural Misalignment in LLM Benchmarks for Sexual and Reproductive Health IJCNLP 2025
WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JMLR 2025
AI Sees Your Location—But With A Bias Toward The Wealthy World EMNLP 2025
Web(er) of Hate: A Survey on How Hate Speech Is Typed ACL 2025
“The dentist is an involved parent, the bartender is not”: Revealing Implicit Biases in QA with Implicit BBQ IJCNLP 2025
From civility to parity: Marxist-feminist ethics for context-aware algorithmic content moderation ACL 2025
Ensuring Reliable and Transparent Algorithmic Fairness Through Optimal Transport and Uncertainty Quantification IJCAI 2025
Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025
TitleTrap: Probing Presentation Bias in LLM-Based Scientific Reviewing IJCNLP 2025
FAIR-TAT: Improving Model Fairness using Targeted Adversarial Training WACV 2025
Style Over Substance: Evaluation Biases for Large Language Models COLING 2025
Federated Learning at the Forefront of Fairness: A Multifaceted Perspective IJCAI 2025