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Fairness

3337 directly classified papers

Papers per year

Papers

Minimum Robust Multi-Submodular Cover for Fairness AAAI 2021
Robust Fairness Under Covariate Shift AAAI 2021
Debiasing Evaluations That Are Biased by Evaluations AAAI 2021
Variational Fair Clustering AAAI 2021
Individual Fairness in Kidney Exchange Programs AAAI 2021
Fair Influence Maximization: a Welfare Optimization Approach AAAI 2021
Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021
Changing the World by Changing the Data IJCNLP 2021
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective AAAI 2021
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text AAAI 2021
How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation AAAI 2021
On Learning Deep Models with Imbalanced Data Distribution AAAI 2021
Classification with Strategically Withheld Data AAAI 2021
StereoSet: Measuring stereotypical bias in pretrained language models ACL 2021
Counterfactual Inference for Text Classification Debiasing ACL 2021
All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text ACL 2021
Generating Gender Augmented Data for NLP ACL 2021
Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021
MIN_PT: An European Portuguese Lexicon for Minorities Related Terms ACL 2021
Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021
Can We Improve Model Robustness through Secondary Attribute Counterfactuals? EMNLP 2021
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain ACL 2021
Are we human, or are we users? The role of natural language processing in human-centric news recommenders that nudge users to diverse content ACL 2021
Second Order WinoBias (SoWinoBias) Test Set for Latent Gender Bias Detection in Coreference Resolution ACL 2021
Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model ACL 2021