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Fairness

1139 directly classified papers

Papers per year

Papers

Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025

Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025

Dehumanization of LGBTQ+ Groups in Sexual Interactions with ChatGPT NAACL 2025

Leveraging Large Language Models in Detecting Anti-LGBTQIA+ User-generated Texts NAACL 2025

BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025

Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025

Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025

Gender Encoding Patterns in Pretrained Language Model Representations NAACL 2025

Gender Bias in Large Language Models across Multiple Languages: A Case Study of ChatGPT NAACL 2025

Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions NAACL 2025

STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection ACL 2025

LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025

Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025

Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025

MCID: Multi-aspect Copyright Infringement Detection for Generated Images ICCV 2025

FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025

MAVias: Mitigate any Visual Bias ICCV 2025

Fair Generation without Unfair Distortions: Debiasing Text-to-Image Generation with Entanglement-Free Attention ICCV 2025

Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025

CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025

F-Bench: Rethinking Human Preference Evaluation Metrics for Benchmarking Face Generation, Customization, and Restoration ICCV 2025

From Anger to Joy: How Nationality Personas Shape Emotion Attribution in Large Language Models IJCNLP 2025

VisBias: Measuring Explicit and Implicit Social Biases in Vision Language Models EMNLP 2025

GG-BBQ: German Gender Bias Benchmark for Question Answering ACL 2025