AI Safety

Are Exemplar-Based Class Incremental Learning Models Victim of Black-Box Poison Attacks? WACV 2025 Are Language Models Consequentialist or Deontological Moral Reasoners? EMNLP 2025 Are Stereotypes Leading LLMs’ Zero-Shot Stance Detection ? EMNLP 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 Argumentative Large Language Models for Explainable and Contestable Claim Verification AAAI 2025 ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving ACL 2025 A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in LLMs EMNLP 2025 ASP-Driven Emergency Planning for Norm Violations in Reinforcement Learning AAAI 2025 Assessing Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks ACL 2025 Assessing Reliability and Political Bias In LLMs’ Judgements of Formal and Material Inferences With Partisan Conclusions ACL 2025 Assessing Safety Risks and Quantization-aware Safety Patching for Quantized Large Language Models ICML 2025 Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025 Assessing Vulnerabilities in State-of-the-Art Large Language Models Through Hex Injection (Student Abstract) AAAI 2025 Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge EMNLP 2025 AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science EMNLP 2025 ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts EMNLP 2025 ASTRID - An Automated and Scalable TRIaD for the Evaluation of RAG-based Clinical Question Answering Systems ACL 2025 A Survey of Uncertainty Estimation Methods on Large Language Models ACL 2025 A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models ACL 2025 A Theory of Response Sampling in LLMs: Part Descriptive and Part Prescriptive ACL 2025 Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025 A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns ACL 2025 Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks EMNLP 2025 Attacking Vision-Language Computer Agents via Pop-ups ACL 2025