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Fairness

3337 directly classified papers

Papers per year

Papers

Post-processing of Differentially Private Data: A Fairness Perspective IJCAI 2022
Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022
A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NIPS 2022
Deep Unlearning via Randomized Conditionally Independent Hessians CVPR 2022
Fair Wrapping for Black-box Predictions NIPS 2022
VALUE: Understanding Dialect Disparity in NLU ACL 2022
The price of unfairness in linear bandits with biased feedback NIPS 2022
Robust Rent Division NIPS 2022
Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NIPS 2022
Fair and Efficient Allocations Without Obvious Manipulations NIPS 2022
Learning From Arabic Corpora But Not Always From Arabic Speakers: A Case Study of the Arabic Wikipedia Editions EMNLP 2022
Understanding Gender Bias in Knowledge Base Embeddings ACL 2022
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NIPS 2022
Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements ACL 2022
Richer Countries and Richer Representations ACL 2022
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NIPS 2022
Optimal Efficiency-Envy Trade-Off via Optimal Transport NIPS 2022
Pile of Law: Learning Responsible Data Filtering from the Law and a 256GB Open-Source Legal Dataset NIPS 2022
Detoxifying Language Models with a Toxic Corpus ACL 2022
To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo ACL 2022
Envy-free Policy Teaching to Multiple Agents NIPS 2022
Reforming an Envy-Free Matching AAAI 2022
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022
Language Invariant Properties in Natural Language Processing ACL 2022
French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022