bias detection

MEAN: Multi-head Entity Aware Attention Networkfor Political Perspective Detection in News Media NAACL 2021 Quantifying Availability and Discovery in Recommender Systems via Stochastic Reachability ICML 2021 Sexism in the Judiciary: The Importance of Bias Definition in NLP and In Our Courts ACL 2021 Stepmothers are mean and academics are pretentious: What do pretrained language models learn about you? EMNLP 2021 The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets AAAI 2021 Towards Automatic Bias Detection in Knowledge Graphs EMNLP 2021 Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021 Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens EMNLP 2021 Analyzing Gender Bias within Narrative Tropes EMNLP 2020 AraWEAT: Multidimensional Analysis of Biases in Arabic Word Embeddings COLING 2020 Argument from Old Man’s View: Assessing Social Bias in Argumentation COLING 2020 Auditing ML Models for Individual Bias and Unfairness AISTATS 2020 Contextualizing Hate Speech Classifiers with Post-hoc Explanation ACL 2020 Detecting Media Bias in News Articles using Gaussian Bias Distributions EMNLP 2020 Do Face Masks Introduce Bias in Speech Technologies? The Case of Automated Scoring of Speaking Proficiency Interspeech 2020 Enhancing Bias Detection in Political News Using Pragmatic Presupposition ACL 2020 FairyTED: A Fair Rating Predictor for TED Talk Data AAAI 2020 Faking Fairness via Stealthily Biased Sampling AAAI 2020 FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020 Generating Ethnographic Models from Communities’ Online Data ACL 2020 Graduate Employment Prediction with Bias AAAI 2020 Is Wikipedia succeeding in reducing gender bias? Assessing changes in gender bias in Wikipedia using word embeddings EMNLP 2020 Is Your Classifier Actually Biased? Measuring Fairness under Uncertainty with Bernstein Bounds ACL 2020 Language (Technology) is Power: A Critical Survey of “Bias” in NLP ACL 2020 LOGAN: Local Group Bias Detection by Clustering EMNLP 2020