Responsible AI

What is the social benefit of hate speech detection research? A Systematic Review EMNLP 2024 What Makes and Breaks Safety Fine-tuning? A Mechanistic Study NeurIPS 2024 What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study EMNLP 2024 When Fairness Meets Privacy: Exploring Privacy Threats in Fair Binary Classifiers via Membership Inference Attacks IJCAI 2024 When Your AI Becomes a Target: AI Security Incidents and Best Practices AAAI 2024 Where Am I From? Identifying Origin of LLM-generated Content EMNLP 2024 Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models ICML 2024 Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024 Who is better at math, Jenny or Jingzhen? Uncovering Stereotypes in Large Language Models EMNLP 2024 Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024 Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback ACL 2024 Who Wrote this Code? Watermarking for Code Generation ACL 2024 Why academia should cut back general enthusiasm about CAs EACL 2024 Why the Unexpected? Dissecting the Political and Economic Bias in Persian Small and Large Language Models COLING 2024 WikiBias as an Extrapolation Corpus for Bias Detection EMNLP 2024 WildGuard: Open One-stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs NeurIPS 2024 Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models EMNLP 2024 WOUAF: Weight Modulation for User Attribution and Fingerprinting in Text-to-Image Diffusion Models CVPR 2024 Would I Lie To You? Inference Time Alignment of Language Models using Direct Preference Heads NeurIPS 2024 XAI for Better Exploitation of Text in Medical Decision Support ACL 2024 “You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024 Zero-Resource Hallucination Prevention for Large Language Models EMNLP 2024 Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness EMNLP 2024 Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples NeurIPS 2023 A Customized Text Sanitization Mechanism with Differential Privacy ACL 2023