risk assessment

Omni-Perception: Omnidirectional Collision Avoidance of Legged Robots in Dynamic Environments CoRL 2025 PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification AAAI 2025 RealSafe: Quantifying Safety Risks of Language Agents in Real-World COLING 2025 Revisiting Early Detection of Sexual Predators via Turn-level Optimization NAACL 2025 SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs EMNLP 2025 Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models ICLR 2025 SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025 Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025 Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025 Usage Governance Advisor: From Intent to AI Governance AAAI 2025 World Knowledge-Enhanced Reasoning Using Instruction-Guided Interactor in Autonomous Driving AAAI 2025 A Chinese Dataset for Evaluating the Safeguards in Large Language Models ACL 2024 Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach NeurIPS 2024 Deep Reinforcement Learning for Early Diagnosis of Lung Cancer AAAI 2024 Do-Not-Answer: Evaluating Safeguards in LLMs EACL 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 PsyGUARD: An Automated System for Suicide Detection and Risk Assessment in Psychological Counseling EMNLP 2024 RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024 RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding WACV 2024 Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024 Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 2023 Coarse race data conceals disparities in clinical risk score performance MLHC 2023 Combining Psychological Theory with Language Models for Suicide Risk Detection EACL 2023 Do Adaptive Active Attacks Pose Greater Risk Than Static Attacks? WACV 2023 Predictive Multiplicity in Probabilistic Classification AAAI 2023