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Fairness

3337 directly classified papers

Papers per year

Papers

ContextCite: Attributing Model Generation to Context NIPS 2024
Statistical Inference for Fairness Auditing JMLR 2024
Classist Tools: Social Class Correlates with Performance in NLP ACL 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models NIPS 2024
Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024
Understanding “Democratization” in NLP and ML Research EMNLP 2024
Finding Spoken Identifications: Using GPT-4 Annotation for an Efficient and Fast Dataset Creation Pipeline COLING 2024
Uncovering Stereotypes in Large Language Models: A Task Complexity-based Approach EACL 2024
Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024
Are Text Classifiers Xenophobic? A Country-Oriented Bias Detection Method with Least Confounding Variables COLING 2024
Analyzing Occupational Distribution Representation in Japanese Language Models COLING 2024
Improving Fairness in Deepfake Detection WACV 2024
Fairness in Social Influence Maximization via Optimal Transport NIPS 2024
Do Large Language Models Understand Mansplaining? Well, Actually... COLING 2024
Curation of Benchmark Templates for Measuring Gender Bias in Named Entity Recognition Models COLING 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
Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation EMNLP 2024
Learning with Noisy Labels Using Hyperspherical Margin Weighting AAAI 2024
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study EMNLP 2024
Unpacking Bias: An Empirical Study of Bias Measurement Metrics, Mitigation Algorithms, and Their Interactions COLING 2024
Narrative Navigators at FIGNEWS 2024 Shared Task: New Frontiers in Bias and Propaganda Annotation Techniques ACL 2024
Taming Normalizing Flows WACV 2024
Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024