Responsible AI

Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025 “You are Beautiful, Body Image Stereotypes are Ugly!” BIStereo: A Benchmark to Measure Body Image Stereotypes in Language Models ACL 2025 ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction EMNLP 2025 ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024 Accuracy is Not All You Need NeurIPS 2024 A Chinese Dataset for Evaluating the Safeguards in Large Language Models ACL 2024 A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation COLING 2024 A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024 Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space ACL 2024 Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse EMNLP 2024 Adapting Fake News Detection to the Era of Large Language Models NAACL 2024 Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate ICML 2024 Addressing Bias and Hallucination in Large Language Models COLING 2024 Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024 Adventures of Trustworthy Vision-Language Models: A Survey AAAI 2024 Aequitas Flow: Streamlining Fair ML Experimentation JMLR 2024 A Framework for Approaching AI Education in Educator Preparation Programs AAAI 2024 AI Control: Improving Safety Despite Intentional Subversion ICML 2024 AI, Ethics, and Education: The Pioneering Path of Sidekick Academy AAAI 2024 AI Evaluation Authorities: A Case Study Mapping Model Audits to Persistent Standards AAAI 2024 AI ‘News’ Content Farms Are Easy to Make and Hard to Detect: A Case Study in Italian ACL 2024 AI Risk Profiles: A Standards Proposal for Pre-deployment AI Risk Disclosures AAAI 2024 A Legal Framework for Natural Language Model Training in Portugal COLING 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024