demographic bia

Multilingual Holistic Bias: Extending Descriptors and Patterns to Unveil Demographic Biases in Languages at Scale EMNLP 2023 Nichelle and Nancy: The Influence of Demographic Attributes and Tokenization Length on First Name Biases ACL 2023 Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023 Sustaining Fairness via Incremental Learning AAAI 2023 Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023 Whose Opinions Do Language Models Reflect? ICML 2023 Anatomizing Bias in Facial Analysis AAAI 2022 An exploratory data analysis: the performance differences of a medical code prediction system on different demographic groups NAACL 2022 Balancing out Bias: Achieving Fairness Through Balanced Training EMNLP 2022 Behind the Mask: Demographic bias in name detection for PII masking ACL 2022 Bigger Data or Fairer Data? Augmenting BERT via Active Sampling for Educational Text Classification COLING 2022 Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists ACL 2022 Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique AACL 2022 Face Verification With Challenging Imposters and Diversified Demographics WACV 2022 Fairness Reprogramming NeurIPS 2022 How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022 “I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset EMNLP 2022 Perturbation Augmentation for Fairer NLP EMNLP 2022 The Dollar Street Dataset: Images Representing the Geographic and Socioeconomic Diversity of the World NeurIPS 2022 Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts EMNLP 2022 Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021 Consistent Instance False Positive Improves Fairness in Face Recognition CVPR 2021 Evaluation of Summarization Systems across Gender, Age, and Race EMNLP 2021 Fairness-aware Class Imbalanced Learning EMNLP 2021 Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition Interspeech 2021