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Fairness

3337 directly classified papers

Papers per year

Papers

Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models EMNLP 2021
Fairness of Exposure in Stochastic Bandits ICML 2021
Annotating Online Misogyny IJCNLP 2021
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia IJCNLP 2021
Intrinsic Bias Metrics Do Not Correlate with Application Bias IJCNLP 2021
Representation Learning With Statistical Independence to Mitigate Bias WACV 2021
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution EACL 2021
Testing Group Fairness via Optimal Transport Projections ICML 2021
Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company’s Reputation EACL 2021
Acoustic-Prosodic, Lexical and Demographic Cues to Persuasiveness in Competitive Debate Speeches INTERSPEECH 2021
Explainable Models with Consistent Interpretations AAAI 2021
Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021
Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition INTERSPEECH 2021
Keynote Abstract: Machine Learning in Conflict Studies: Reflections on Ethics, Collaboration, and Ongoing Challenges IJCNLP 2021
Ruddit: Norms of Offensiveness for English Reddit Comments IJCNLP 2021
Context-sensitive evaluation of automatic speech recognition: considering user experience & language variation EACL 2021
Guideline Bias in Wizard-of-Oz Dialogues IJCNLP 2021
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
Modeling Users and Online Communities for Abuse Detection: A Position on Ethics and Explainability EMNLP 2021
Blind Pareto Fairness and Subgroup Robustness ICML 2021
Approximate Group Fairness for Clustering ICML 2021
RE-AIMing Predictive Text EACL 2021
Individual Fairness in Hindsight JMLR 2021
Ditto: Fair and Robust Federated Learning Through Personalization ICML 2021
Building Representative Corpora from Illiterate Communities: A Reviewof Challenges and Mitigation Strategies for Developing Countries EACL 2021