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Fairness

3337 directly classified papers

Papers per year

Papers

Implications of Distance over Redistricting Maps: Central and Outlier Maps AAAI 2024
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces AAAI 2024
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024
Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement EMNLP 2024
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting AAAI 2024
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning AAAI 2024
Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm EMNLP 2024
Monitoring Hate Speech in Indonesia: An NLP-based Classification of Social Media Texts EMNLP 2024
No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation AAAI 2024
Analyzing Effects of Learning Downstream Tasks on Moral Bias in Large Language Models COLING 2024
Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process AAAI 2024
Proportional Fairness in Non-Centroid Clustering NIPS 2024
Eliciting Honest Information from Authors Using Sequential Review AAAI 2024
Greedy-Based Online Fair Allocation with Adversarial Input: Enabling Best-of-Many-Worlds Guarantees AAAI 2024
An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla ACL 2024
Toxicity Detection for Free NIPS 2024
Artificial Intelligence in the CS2023 Undergraduate Computer Science Curriculum: Rationale and Challenges AAAI 2024
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models EACL 2024
Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024
UnMASKed: Quantifying Gender Biases in Masked Language Models through Linguistically Informed Job Market Prompts EACL 2024
On Mitigating Performance Disparities in Multilingual Speech Recognition EMNLP 2024
Certifying Fairness of Probabilistic Circuits AAAI 2023
Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023
Towards Societal Impact of AI AAAI 2023