Fairness

Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs ACL 2024 SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection CVPR 2024 ”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024 SOBR: A Corpus for Stylometry, Obfuscation, and Bias on Reddit COLING 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 SocialCounterfactuals: Probing and Mitigating Intersectional Social Biases in Vision-Language Models with Counterfactual Examples CVPR 2024 SocialGaze: Improving the Integration of Human Social Norms in Large Language Models EMNLP 2024 Sociocultural Considerations in Monitoring Anti-LGBTQ+ Content on Social Media ACL 2024 Sociodemographic Bias in Language Models: A Survey and Forward Path ACL 2024 SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024 Soft-Label Integration for Robust Toxicity Classification NeurIPS 2024 Solving Failure Modes in the Creation of Trustworthy Language Technologies COLING 2024 Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants COLING 2024 Split and Merge: Aligning Position Biases in LLM-based Evaluators EMNLP 2024 Statistical Inference for Fairness Auditing JMLR 2024 STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024 Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP ACL 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 Structural Fairness-aware Active Learning for Graph Neural Networks ICLR 2024 Studying and Mitigating Biases in Sign Language Understanding Models EMNLP 2024 Studying Reactions to Stereotypes in Teenagers: an Annotated Italian Dataset COLING 2024 Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024 Subjective Isms? On the Danger of Conflating Hate and Offence in Abusive Language Detection NAACL 2024 Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024 Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ACL 2024