Fairness

Dehumanization of LGBTQ+ Groups in Sexual Interactions with ChatGPT NAACL 2025 Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models ACL 2025 Deontological Keyword Bias: The Impact of Modal Expressions on Normative Judgments of Language Models ACL 2025 Detecting Adversarial Data Using Perturbation Forgery CVPR 2025 Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025 Detecting Hyperpartisanship and Rhetorical Bias in Climate Journalism: A Sentence-Level Italian Dataset ACL 2025 DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics IJCAI 2025 Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties EMNLP 2025 Diffusion Models Through a Global Lens: Are They Culturally Inclusive? ACL 2025 Diffusion-NPO: Negative Preference Optimization for Better Preference Aligned Generation of Diffusion Models ICLR 2025 Digital Tongues: Internet Language, Collective Identity, and Implications for Human-Computer Interaction EMNLP 2025 DISCO Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data EMNLP 2025 Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networks AAAI 2025 Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning ACL 2025 Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025 Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Dividing Conflicting Items Fairly IJCAI 2025 Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs NAACL 2025 Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge NAACL 2025 Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems COLING 2025 Does the Emotional Understanding of LVLMs Vary Under High-Stress Environments and Across Different Demographic Attributes? ACL 2025 Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs ACL 2025 Do LLMs Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with LLMs EMNLP 2025 Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025