SOTAVerified

Fairness

Papers

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Showing 4551–4575 of 5676 papers

TitleStatusHype
Beyond Dataset Creation: Critical View of Annotation Variation and Bias Probing of a Dataset for Online Radical Content Detection—0
Beyond Detection: Designing AI-Resilient Assessments with Automated Feedback Tool to Foster Critical Thinking—0
Beyond Detection: Unveiling Fairness Vulnerabilities in Abusive Language Models—0
Beyond Explainability: The Case for AI Validation—0
Beyond Fairness: Age-Harmless Parkinson's Detection via Voice—0
Beyond Fairness Metrics: Roadblocks and Challenges for Ethical AI in Practice—0
Beyond Global Metrics: A Fairness Analysis for Interpretable Voice Disorder Detection Systems—0
Beyond human subjectivity and error: a novel AI grading system—0
Beyond Impossibility: Balancing Sufficiency, Separation and Accuracy—0
Beyond Individual and Group Fairness—0
Beyond opening up the black box: Investigating the role of algorithmic systems in Wikipedian organizational culture—0
Beyond Personalization: Research Directions in Multistakeholder Recommendation—0
Beyond Submodularity: A Unified Framework of Randomized Set Selection with Group Fairness Constraints—0
Beyond the Black Box: Interpretability of LLMs in Finance—0
An Algorithmic Framework for Bias Bounties—0
Beyond traditional assumptions in fair machine learning—0
Beyond XAI:Obstacles Towards Responsible AI—0
Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey—0
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
Bias Analysis of AI Models for Undergraduate Student Admissions—0
Bias and Fairness in Chatbots: An Overview—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
Bias and unfairness in machine learning models: a systematic literature review—0
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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