bias detection

GREENER: Graph Neural Networks for News Media Profiling EMNLP 2022 “I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset EMNLP 2022 Leveraging Wikipedia article evolution for promotional tone detection ACL 2022 Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022 Meaningfully debugging model mistakes using conceptual counterfactual explanations ICML 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 Measuring Geographic Performance Disparities of Offensive Language Classifiers COLING 2022 Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022 Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models EMNLP 2022 On Measures of Biases and Harms in NLP AACL 2022 On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022 Quantifying Bias from Decoding Techniques in Natural Language Generation COLING 2022 Recognition of They/Them as Singular Personal Pronouns in Coreference Resolution NAACL 2022 Re-contextualizing Fairness in NLP: The Case of India AACL 2022 Reinforcement Guided Multi-Task Learning Framework for Low-Resource Stereotype Detection ACL 2022 Rethinking the Authorship Verification Experimental Setups EMNLP 2022 Sense Embeddings are also Biased – Evaluating Social Biases in Static and Contextualised Sense Embeddings ACL 2022 StereoKG: Data-Driven Knowledge Graph Construction For Cultural Knowledge and Stereotypes NAACL 2022 Suum Cuique: Studying Bias in Taboo Detection with a Community Perspective ACL 2022 Text Characterization Toolkit (TCT) AACL 2022 The Dangers of Underclaiming: Reasons for Caution When Reporting How NLP Systems Fail ACL 2022 The (Undesired) Attenuation of Human Biases by Multilinguality EMNLP 2022 Towards Identifying Social Bias in Dialog Systems: Framework, Dataset, and Benchmark EMNLP 2022 Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022 Understanding Gender Bias in Knowledge Base Embeddings ACL 2022