Responsible AI

Can Language Models Reason about Individualistic Human Values and Preferences? ACL 2025 Can Large Language Models Differentiate Harmful from Argumentative Essays? Steps Toward Ethical Essay Scoring COLING 2025 Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025 Can LLMs Separate Instructions From Data? And What Do We Even Mean By That? ICLR 2025 Can LLM Watermarks Robustly Prevent Unauthorized Knowledge Distillation? ACL 2025 Can’t See the Forest for the Trees: Benchmarking Multimodal Safety Awareness for Multimodal LLMs ACL 2025 Can Video LLMs Refuse to Answer? Alignment for Answerability in Video Large Language Models ICLR 2025 Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data? AAAI 2025 Can Watermarks be Used to Detect LLM IP Infringement For Free? ICLR 2025 Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models ACL 2025 Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-Based Decision-Making Systems ICLR 2025 Can You Trick the Grader? Adversarial Persuasion of LLM Judges EMNLP 2025 CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models ICML 2025 Causally Motivated Sycophancy Mitigation for Large Language Models ICLR 2025 CertainlyUncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness ICLR 2025 Certified Mitigation of Worst-Case LLM Copyright Infringement EMNLP 2025 Certified Trustworthiness in the Era of Large Language Models AAAI 2025 Certified Unlearning for Neural Networks ICML 2025 Certifying Counterfactual Bias in LLMs ICLR 2025 Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation EMNLP 2025 Characterizing non-binary French: A first step towards debiasing gender inference ACL 2025 Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects EMNLP 2025 Chat Bankman-Fried: an Exploration of LLM Alignment in Finance COLING 2025 Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models ACL 2025 Chinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites EMNLP 2025