Responsible AI

Understanding Annotator Perception: Modeling Psychological Inference from First- and Third-Person Annotations (Student Abstract) AAAI 2025 Understanding Microtargeting Pattern on Social Media AAAI 2025 Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025 Unequal Scientific Recognition in the Age of LLMs EMNLP 2025 Unfamiliar Finetuning Examples Control How Language Models Hallucinate NAACL 2025 Unified Parameter-Efficient Unlearning for LLMs ICLR 2025 Unilogit: Robust Machine Unlearning for LLMs Using Uniform-Target Self-Distillation ACL 2025 Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights ACL 2025 Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios NAACL 2025 Unmasking Style Sensitivity: A Causal Analysis of Bias Evaluation Instability in Large Language Models ACL 2025 Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025 UnsafeChain: Enhancing Reasoning Model Safety via Hard Cases IJCNLP 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective COLING 2025 Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges ACL 2025 Usage Governance Advisor: From Intent to AI Governance AAAI 2025 User-Centric Design Paradigms for Trust and Control in Human-LLM-Interactions: A Survey EMNLP 2025 Using Case Studies to Teach Responsible AI to Industry Practitioners AAAI 2025 Using LLM Judgements for Sanity Checking Results and Reproducibility of Human Evaluations in NLP ACL 2025 UTF: Under-trained Tokens as Fingerprints —— a Novel Approach to LLM Identification ACL 2025 Utilize the Flow Before Stepping into the Same River Twice: Certainty Represented Knowledge Flow for Refusal-Aware Instruction Tuning AAAI 2025 ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs EMNLP 2025 Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation ACL 2025 Value Portrait: Assessing Language Models’ Values through Psychometrically and Ecologically Valid Items ACL 2025 Verifiable by Design: Aligning Language Models to Quote from Pre-Training Data NAACL 2025