SOTAVerified

Fairness

Papers

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Showing 2126–2150 of 5676 papers

TitleStatusHype
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES—0
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP TasksCode0
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics—0
WCLD: Curated Large Dataset of Criminal Cases from Wisconsin Circuit Courts—0
Using Early Readouts to Mediate Featural Bias in Distillation—0
Prioritising Interactive Flows in Data Center Networks With Central Control—0
Weighted Sampled Split Learning (WSSL): Balancing Privacy, Robustness, and Fairness in Distributed Learning Environments—0
MCRAGE: Synthetic Healthcare Data for FairnessCode0
Do Not Harm Protected Groups in Debiasing Language Representation Models—0
DELPHI: Data for Evaluating LLMs' Performance in Handling Controversial IssuesCode1
Optimal Pricing for Data-Augmented AutoML Marketplaces—0
Proportional Fairness in Clustering: A Social Choice Perspective—0
On the Fairness ROAD: Robust Optimization for Adversarial DebiasingCode0
Counterfactual Fairness for Predictions using Generative Adversarial Networks—0
fairret: a Framework for Differentiable Fairness Regularization TermsCode1
Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language ModelsCode0
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval DatasetCode0
Causality-Inspired Fair Representation Learning for Multimodal RecommendationCode1
Corrupting Neuron Explanations of Deep Visual FeaturesCode0
On the Interplay between Fairness and Explainability—0
Identifying Reasons for Bias: An Argumentation-Based Approach—0
Data Optimization in Deep Learning: A SurveyCode1
MUSER: A Multi-View Similar Case Retrieval DatasetCode1
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms—0
Deceptive Fairness Attacks on Graphs via Meta LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified