Fairness

teamiic@DravidianLangTech2025-NAACL 2025: Transformer-Based Multimodal Feature Fusion for Misogynistic Meme Detection in Low-Resource Dravidian Language NAACL 2025 Tell Me What You Know About Sexism: Expert-LLM Interaction Strategies and Co-Created Definitions for Zero-Shot Sexism Detection NAACL 2025 Temporal Fair Division AAAI 2025 TFDP: Token-Efficient Disparity Audits for Autoregressive LLMs via Single-Token Masked Evaluation EMNLP 2025 The AI Gap: How Socioeconomic Status Affects Language Technology Interactions ACL 2025 The cost of local and global fairness in Federated Learning AISTATS 2025 The discordance between embedded ethics and cultural inference in large language models EMNLP 2025 The Hidden Cost of Waiting for Accurate Predictions ICLR 2025 The Impossibility of Fair LLMs ACL 2025 The Invisible Hand: Unveiling Provider Bias in Large Language Models for Code Generation ACL 2025 The Lawyer That Never Thinks: Consistency and Fairness as Keys to Reliable AI ACL 2025 The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025 The UNLP 2025 Shared Task on Detecting Social Media Manipulation ACL 2025 Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025 To Give or Not to Give? The Impacts of Strategically Withheld Recourse AISTATS 2025 Towards Fair Graph Learning without Demographic Information AISTATS 2025 Towards Fairness Assessment of Dutch Hate Speech Detection ACL 2025 Towards Inclusive and Fair ASR: Insights from the SAPC Challenge for Optimizing Disordered Speech Recognition Interspeech 2025 Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025 Towards Massive Multilingual Holistic Bias ACL 2025 Towards Region-aware Bias Evaluation Metrics NAACL 2025 Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025 TripleFact: Defending Data Contamination in the Evaluation of LLM-driven Fake News Detection ACL 2025 Trustworthy Medical Question Answering: An Evaluation-Centric Survey EMNLP 2025 Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios NAACL 2025