Fairness

Identifying Fairness Issues in Automatically Generated Testing Content NAACL 2024 Identifying Fine-grained Depression Signs in Social Media Posts COLING 2024 Identifying, Mitigating, and Anticipating Bias in Algorithmic Decisions AAAI 2024 Identifying Reasons for Bias: An Argumentation-Based Approach AAAI 2024 Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias AISTATS 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024 Implications of Distance over Redistricting Maps: Central and Outlier Maps AAAI 2024 Imposing Fairness Constraints in Synthetic Data Generation AISTATS 2024 Impoverished Language Technology: The Lack of (Social) Class in NLP COLING 2024 Improving Fairness in Deepfake Detection WACV 2024 Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024 Improving Subgroup Robustness via Data Selection NeurIPS 2024 IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context NAACL 2024 Individual Fairness under Group Fairness Constraints in Bipartite Matching - One Framework to Approximate Them All IJCAI 2024 Intelligent Calibration for Bias Reduction in Sentiment Corpora Annotation Process AAAI 2024 Interactive Human-Centric Bias Mitigation AAAI 2024 Interpolating Item and User Fairness in Multi-Sided Recommendations NeurIPS 2024 Interpretable algorithmic fairness in structured and unstructured data JMLR 2024 Interpretable Network Visualizations: A Human-in-the-Loop Approach for Post-hoc Explainability of CNN-based Image Classification IJCAI 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024 Investigating Ableism in LLMs through Multi-turn Conversation EMNLP 2024 Investigating Data Contamination in Modern Benchmarks for Large Language Models NAACL 2024 Investigating Gender Bias in STEM Job Advertisements ACL 2024 Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models ACL 2024