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Fairness

3337 directly classified papers

Papers per year

Papers

Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation AAAI 2022
Language Invariant Properties in Natural Language Processing ACL 2022
Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022
DocFin: Multimodal Financial Prediction and Bias Mitigation using Semi-structured Documents EMNLP 2022
Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022
Local Justice and the Algorithmic Allocation of Scarce Societal Resources AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022
Gradual (In)Compatibility of Fairness Criteria AAAI 2022
FairFoody: Bringing In Fairness in Food Delivery AAAI 2022
Towards Debiasing DNN Models from Spurious Feature Influence AAAI 2022
Socially Fair Mitigation of Misinformation on Social Networks via Constraint Stochastic Optimization AAAI 2022
Equity Promotion in Online Resource Allocation AAAI 2022
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold AAAI 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
EqGNN: Equalized Node Opportunity in Graphs AAAI 2022
Group-Aware Threshold Adaptation for Fair Classification AAAI 2022
On Testing for Discrimination Using Causal Models AAAI 2022
Learning Bias-reduced Word Embeddings Using Dictionary Definitions ACL 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
Bias Mitigation in Machine Translation Quality Estimation ACL 2022
Conditional Supervised Contrastive Learning for Fair Text Classification EMNLP 2022
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation INTERSPEECH 2022
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets INTERSPEECH 2022
Reducing Offensive Replies in Open Domain Dialogue Systems INTERSPEECH 2022
Training and typological bias in ASR performance for world Englishes INTERSPEECH 2022