bias detection

Adding Instructions during Pretraining: Effective way of Controlling Toxicity in Language Models EACL 2023 A Keyword Based Approach to Understanding the Overpenalization of Marginalized Groups by English Marginal Abuse Models on Twitter ACL 2023 A Multi-dimensional study on Bias in Vision-Language models ACL 2023 An Effective Approach for Informational and Lexical Bias Detection EACL 2023 A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023 Assessing and Enforcing Fairness in the AI Lifecycle IJCAI 2023 Assessing Political Inclination of Bangla Language Models EMNLP 2023 Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models ACL 2023 Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color ICCV 2023 Can a Prediction’s Rank Offer a More Accurate Quantification of Bias? A Case Study Measuring Sexism in Debiased Language Models AACL 2023 Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection EMNLP 2023 Characterization of Stigmatizing Language in Medical Records ACL 2023 COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements ACL 2023 Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis EMNLP 2023 DeAR: Debiasing Vision-Language Models With Additive Residuals CVPR 2023 Deciphering Stereotypes in Pre-Trained Language Models EMNLP 2023 Detecting intersectionality in NER models: A data-driven approach EACL 2023 Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? ACL 2023 Entity-Based Evaluation of Political Bias in Automatic Summarization EMNLP 2023 Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world ACL 2023 FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023 Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP EACL 2023 Fast Model DeBias with Machine Unlearning NeurIPS 2023 Finspector: A Human-Centered Visual Inspection Tool for Exploring and Comparing Biases among Foundation Models ACL 2023 HRS-Bench: Holistic, Reliable and Scalable Benchmark for Text-to-Image Models ICCV 2023