demographic bia

Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods COLING 2025 FairASR: Fair Audio Contrastive Learning for Automatic Speech Recognition Interspeech 2025 Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification WACV 2025 Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025 Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning Interspeech 2025 Iterative Multilingual Spectral Attribute Erasure EMNLP 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs ACL 2025 PERSEVAL: A Framework for Perspectivist Classification Evaluation EMNLP 2025 Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion CVPR 2025 Robust Bias Detection in MLMs and its Application to Human Trait Ratings NAACL 2025 Robustness and Confounders in the Demographic Alignment of LLMs with Human Perceptions of Offensiveness ACL 2025 Small Changes, Large Consequences: Analyzing the Allocational Fairness of LLMs in Hiring Contexts IJCNLP 2025 Social Bias in Popular Question-Answering Benchmarks IJCNLP 2025 Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs NAACL 2025 Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025 The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads EMNLP 2025 The Impact of Inference Acceleration on Bias of LLMs NAACL 2025 Towards Massive Multilingual Holistic Bias ACL 2025 Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios NAACL 2025 Veracity Bias and Beyond: Uncovering LLMs’ Hidden Beliefs in Problem-Solving Reasoning ACL 2025 Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations IJCNLP 2025 Which Demographics do LLMs Default to During Annotation? ACL 2025 Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025 Can Language Models Guess Your Identity? Analyzing Demographic Biases in AI Essay Scoring NAACL 2024