bias measurement

A Comparative Study on the Impact of Model Compression Techniques on Fairness in Language Models ACL 2023 Building Socio-culturally Inclusive Stereotype Resources with Community Engagement NeurIPS 2023 Fairness in Language Models Beyond English: Gaps and Challenges EACL 2023 In-Depth Look at Word Filling Societal Bias Measures EACL 2023 Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics EMNLP 2023 Measuring bias in Instruction-Following models with P-AT EMNLP 2023 Model-Agnostic Bias Measurement in Link Prediction EACL 2023 T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation ACL 2023 Taxonomizing and Measuring Representational Harms: A Look at Image Tagging AAAI 2023 Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender EMNLP 2023 An Empirical Study on Pseudo-log-likelihood Bias Measures for Masked Language Models Using Paraphrased Sentences NAACL 2022 A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022 Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022 Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 Measuring Harmful Sentence Completion in Language Models for LGBTQIA+ Individuals ACL 2022 No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022 Roadblocks in Gender Bias Measurement for Diachronic Corpora ACL 2022 Robustness Disparities in Face Detection NeurIPS 2022 Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022 SOS: Systematic Offensive Stereotyping Bias in Word Embeddings COLING 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022 VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models AACL 2022 Assessing Fairness in the Presence of Missing Data NeurIPS 2021