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Fairness

1139 directly classified papers

Papers per year

Papers

Modification-Fair Cluster Editing AAAI 2022
Online Certification of Preference-Based Fairness for Personalized Recommender Systems AAAI 2022
Adversarial Reweighting for Speaker Verification Fairness INTERSPEECH 2022
Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees NIPS 2022
Conformalized Fairness via Quantile Regression NIPS 2022
Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022
Transparency, Detection and Imitation in Strategic Classification IJCAI 2022
Exploring the Effects of Negation and Grammatical Tense on Bias Probes IJCNLP 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
Washing The Unwashable : On The (Im)possibility of Fairwashing Detection NIPS 2022
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks NIPS 2022
Bounding and Approximating Intersectional Fairness through Marginal Fairness NIPS 2022
All Politics is Local: Redistricting via Local Fairness NIPS 2022
Learning Debiased Classifier with Biased Committee NIPS 2022
Quantifying Health Inequalities Induced by Data and AI Models IJCAI 2022
Understanding Instance-Level Impact of Fairness Constraints ICML 2022
Theory-Grounded Measurement of U.S. Social Stereotypes in English Language Models NAACL 2022
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022
Gender Bias in Masked Language Models for Multiple Languages NAACL 2022
Using Natural Sentence Prompts for Understanding Biases in Language Models NAACL 2022
Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis NAACL 2022
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias NAACL 2022
Benchmarking Intersectional Biases in NLP NAACL 2022
How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns NAACL 2022