Risk Management

LLMs are Privacy Erasable EMNLP 2025 LLM Sensitivity Evaluation Framework for Clinical Diagnosis COLING 2025 Localizing Malicious Outputs from CodeLLM EMNLP 2025 LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability EMNLP 2025 Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ACL 2025 MetaOOD: Automatic Selection of OOD Detection Models ICLR 2025 MIND: A Multi-agent Framework for Zero-shot Harmful Meme Detection ACL 2025 Minder: Faulty Machine Detection for Large-scale Distributed Model Training NSDI 2025 Mitigating Bias in Item Retrieval for Enhancing Exam Assembly in Vocational Education Services NAACL 2025 Model Risk-sensitive Offline Reinforcement Learning ICLR 2025 MOZ-Smishing: A Benchmark Dataset for Detecting Mobile Money Frauds ACL 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving ICCV 2025 On Designing the Optimal Integrated Ad Auction in E-commerce Platforms AAAI 2025 OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection CVPR 2025 Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas EMNLP 2025 Personalized Preference Fine-tuning of Diffusion Models CVPR 2025 PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025 Post-hoc Reward Calibration: A Case Study on Length Bias ICLR 2025 PredictaBoard: Benchmarking LLM Score Predictability ACL 2025 Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025 PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks EMNLP 2025 Provably Safeguarding a Classifier from OOD and Adversarial Samples ICLR 2025