bias detection

Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models ACL 2023 Taxonomizing and Measuring Representational Harms: A Look at Image Tagging AAAI 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 Toxicity in chatgpt: Analyzing persona-assigned language models EMNLP 2023 Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023 Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023 WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023 A Comparative Study on Word Embeddings and Social NLP Tasks NAACL 2022 Analyzing the Limits of Self-Supervision in Handling Bias in Language EMNLP 2022 Anatomizing Bias in Facial Analysis AAAI 2022 Applying the Stereotype Content Model to assess disability bias in popular pre-trained NLP models underlying AI-based assistive technologies ACL 2022 Are Pretrained Multilingual Models Equally Fair across Languages? COLING 2022 Auditing Saliency Cropping Algorithms WACV 2022 Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling COLING 2022 Bridging Fairness and Environmental Sustainability in Natural Language Processing EMNLP 2022 Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View ACL 2022 Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022 Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022 Darkness can not drive out darkness: Investigating Bias in Hate SpeechDetection Models ACL 2022 Differential Bias: On the Perceptibility of Stance Imbalance in Argumentation AACL 2022 Evaluating Gender Bias Transfer from Film Data NAACL 2022 Explaining Toxic Text via Knowledge Enhanced Text Generation NAACL 2022 Exploring the Effects of Negation and Grammatical Tense on Bias Probes AACL 2022 FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022 Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022