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Fairness

3337 directly classified papers

Papers per year

Papers

Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach EACL 2024
EAB-FL: Exacerbating Algorithmic Bias through Model Poisoning Attacks in Federated Learning IJCAI 2024
Supervised Algorithmic Fairness in Distribution Shifts: A Survey IJCAI 2024
An Investigation of Group versus Individual Fairness in Perceptually Fair Speech Emotion Recognition INTERSPEECH 2024
I-CEE: Tailoring Explanations of Image Classification Models to User Expertise AAAI 2024
Robust Counterfactual Explanations in Machine Learning: A Survey IJCAI 2024
ContextCite: Attributing Model Generation to Context NIPS 2024
Uot1 at FIGNEWS 2024 Shared Task: Labeling News Bias ACL 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
Understanding “Democratization” in NLP and ML Research EMNLP 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models NIPS 2024
Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024
Measuring Political Bias in Large Language Models: What Is Said and How It Is Said ACL 2024
Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024
Improving Fairness in Deepfake Detection WACV 2024
Fairness in Social Influence Maximization via Optimal Transport NIPS 2024
Efficient Explainable Face Verification Based on Similarity Score Argument Backpropagation WACV 2024
Tackling Data Bias in MUSIC-AVQA: Crafting a Balanced Dataset for Unbiased Question-Answering WACV 2024
OxonFair: A Flexible Toolkit for Algorithmic Fairness NIPS 2024
What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning IJCAI 2024
Fair Sampling in Diffusion Models through Switching Mechanism AAAI 2024
Likelihood-based Mitigation of Evaluation Bias in Large Language Models ACL 2024
Taming Normalizing Flows WACV 2024
Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024
Overview of PerspectiveArg2024 The First Shared Task on Perspective Argument Retrieval ACL 2024