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Fairness

1139 directly classified papers

Papers per year

Papers

Nonstationary Dual Averaging and Online Fair Allocation NIPS 2022
Professional Presentation and Projected Power: A Case Study of Implicit Gender Information in English CVs EMNLP 2022
Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022
Analyzing Gender Translation Errors to Identify Information Flows between the Encoder and Decoder of a NMT System EMNLP 2022
Fair Classification with Instance-dependent Label Noise CLEAR 2022
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation AAAI 2022
Almost Full EFX Exists for Four Agents AAAI 2022
On Testing for Discrimination Using Causal Models AAAI 2022
Group-Aware Threshold Adaptation for Fair Classification AAAI 2022
Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022
EqGNN: Equalized Node Opportunity in Graphs AAAI 2022
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving AAAI 2022
Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving Gender Fairness in Image Search AAAI 2022
Investigations of Performance and Bias in Human-AI Teamwork in Hiring AAAI 2022
Longitudinal Fairness with Censorship AAAI 2022
Local Justice and the Algorithmic Allocation of Scarce Societal Resources AAAI 2022
Pushing the limits of fairness impossibility: Who's the fairest of them all? NIPS 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs NIPS 2022
HeteroCorpus: A Corpus for Heteronormative Language Detection NAACL 2022
Incorporating Subjectivity into Gendered Ambiguous Pronoun (GAP) Resolution using Style Transfer NAACL 2022
What changed? Investigating Debiasing Methods using Causal Mediation Analysis NAACL 2022
Evaluating Gender Bias Transfer from Film Data NAACL 2022
Measuring Robustness for NLP COLING 2022
Fairness Reprogramming NIPS 2022
Robustness Disparities in Face Detection NIPS 2022