Fairness

Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 All You Need Is S P A C E: When Jailbreaking Meets Bias Audit and Reveals What Lies Beneath the Guardrails (Student Abstract) AAAI 2025 A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025 A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025 Analysis of LLM as a grammatical feature tagger for African American English NAACL 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An Ethical Dataset from Real-World Interactions Between Users and Large Language Models IJCAI 2025 Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection ACL 2025 ANSR@DravidianLangTech 2025: Detection of Abusive Tamil and Malayalam Text Targeting Women on Social Media using RoBERTa and XGBoost NAACL 2025 A Rapid Test for Accuracy and Bias of Face Recognition Technology WACV 2025 Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks ACL 2025 Are Bias Evaluation Methods Biased ? ACL 2025 Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025 Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025 Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025 ArGAN: Arabic Gender, Ability, and Nationality Dataset for Evaluating Biases in Large Language Models ACL 2025 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems Interspeech 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025 Assessing Gender Bias of Pretrained Bangla Language Models in STEM and SHAPE Fields ACL 2025 Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions ACL 2025 Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms EMNLP 2025 A Subquadratic Time Approximation Algorithm for Individually Fair k-Center AISTATS 2025 Attention IoU: Examining Biases in CelebA using Attention Maps CVPR 2025