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Fairness

3337 directly classified papers

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Papers

Identifying Reasons for Bias: An Argumentation-Based Approach AAAI 2024
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback ACL 2024
Scalable Algorithms for Individual Preference Stable Clustering AISTATS 2024
A Simple and Practical Method for Reducing the Disparate Impact of Differential Privacy AAAI 2024
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method IJCAI 2024
Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences NAACL 2024
Transport-based Counterfactual Models JMLR 2024
Fairness in Automated Essay Scoring: A Comparative Analysis of Algorithms on German Learner Essays from Secondary Education NAACL 2024
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation EMNLP 2024
On the Importance of Application-Grounded Experimental Design for Evaluating Explainable ML Methods AAAI 2024
FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
U-trustworthy Models. Reliability, Competence, and Confidence in Decision-Making AAAI 2024
Towards Explainable Evaluation Metrics for Machine Translation JMLR 2024
METAL: Towards Multilingual Meta-Evaluation NAACL 2024
The CyberEquity Lab at FIGNEWS 2024 Shared Task: Annotating a Corpus of Facebook Posts to Label Bias and Propaganda in Gaza-Israel War Coverage in Five Languages ACL 2024
Uot1 at FIGNEWS 2024 Shared Task: Labeling News Bias ACL 2024
Towards Fairness in Online Service with K Servers and Its Application on Fair Food Delivery AAAI 2024
An Inter-Speaker Fairness-Aware Speech Emotion Regression Framework INTERSPEECH 2024
Toxicity Detection is NOT all you Need: Measuring the Gaps to Supporting Volunteer Content Moderators through a User-Centric Method EMNLP 2024
Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations NAACL 2024
SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024
NLP for Counterspeech against Hate: A Survey and How-To Guide NAACL 2024
Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media ACL 2024
Do *they* mean ‘us’? Interpreting Referring Expression variation under Intergroup Bias EMNLP 2024
The Risks of Recourse in Binary Classification AISTATS 2024