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Fairness

3337 directly classified papers

Papers per year

Papers

Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators EMNLP 2023
BiasX: “Thinking Slow” in Toxic Content Moderation with Explanations of Implied Social Biases EMNLP 2023
“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters EMNLP 2023
Log-linear Guardedness and its Implications ACL 2023
Multicalibration as Boosting for Regression ICML 2023
Fairness in Streaming Submodular Maximization over a Matroid Constraint ICML 2023
FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models ACL 2023
I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism ACL 2023
Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning ACL 2023
Fairness in Matching under Uncertainty ICML 2023
A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023
Model Transferability with Responsive Decision Subjects ICML 2023
Sampling bias in NLU models: Impact and Mitigation INTERSPEECH 2023
People Taking Photos That Faces Never Share: Privacy Protection and Fairness Enhancement from Camera to User AAAI 2023
Popularizing Fairness: Group Fairness and Individual Welfare AAAI 2023
FairFed: Enabling Group Fairness in Federated Learning AAAI 2023
GlobalBench: A Benchmark for Global Progress in Natural Language Processing EMNLP 2023
Individually Fair Learning with One-Sided Feedback ICML 2023
MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023
Counterfactual Fairness Is Basically Demographic Parity AAAI 2023
Equity Promotion in Public Transportation AAAI 2023
Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023
Advances in AI for Safety, Equity, and Well-Being on Web and Social Media: Detection, Robustness, Attribution, and Mitigation AAAI 2023
Fair, Polylog-Approximate Low-Cost Hierarchical Clustering NIPS 2023