Fairness

Generating Biographies on Wikipedia: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies ACL 2022 Geographic Citation Gaps in NLP Research EMNLP 2022 Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers IJCAI 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Group-Aware Threshold Adaptation for Fair Classification AAAI 2022 Group Meritocratic Fairness in Linear Contextual Bandits NeurIPS 2022 Handling and Presenting Harmful Text in NLP Research EMNLP 2022 Hard ImageNet: Segmentations for Objects with Strong Spurious Cues NeurIPS 2022 Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search AAAI 2022 Hatemoji: A Test Suite and Adversarially-Generated Dataset for Benchmarking and Detecting Emoji-Based Hate NAACL 2022 Hate Speech Criteria: A Modular Approach to Task-Specific Hate Speech Definitions NAACL 2022 HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models AACL 2022 How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 How sensitive are translation systems to extra contexts? Mitigating gender bias in Neural Machine Translation models through relevant contexts. EMNLP 2022 How unfair is private learning? UAI 2022 How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions? EMNLP 2022 Human-Centered Evaluation of Explanations NAACL 2022 Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models NAACL 2022 IIT DHANBAD CODECHAMPS at SemEval-2022 Task 5: MAMI - Multimedia Automatic Misogyny Identification SemEval 2022 Improved Approximation Algorithms for Individually Fair Clustering AISTATS 2022 Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem AAAI 2022 “I’m sorry to hear that”: Finding New Biases in Language Models with a Holistic Descriptor Dataset EMNLP 2022 Indigenous Language Revitalization and the Dilemma of Gender Bias NAACL 2022