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risk assessment

78 papers

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Co-occurring keywords

large language model (13587) text classification (6793) mental health (243) safety evaluation (94) ai safety (235) autonomous driving (1142) question answering (2963) graph neural network (3962) reinforcement learning (4352) safety benchmark (27)

Papers

Hybrid-Driving: An Autonomous Driving Decision Framework Integrating Large Language Models, Knowledge Graphs and Driving Rules AAAI 2025
World Knowledge-Enhanced Reasoning Using Instruction-Guided Interactor in Autonomous Driving AAAI 2025
OD-RASE: Ontology-Driven Risk Assessment and Safety Enhancement for Autonomous Driving ICCV 2025
How do we measure privacy in text? A survey of text anonymization metrics AACL 2025
Thesis Proposal: Uncertainty in Knowledge Graph Embeddings NAACL 2025
A Chinese Dataset for Evaluating the Safeguards in Large Language Models ACL 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
Can Graph Neural Networks Expose Training Data Properties? An Efficient Risk Assessment Approach NIPS 2024
Towards ML-supported Triage Prediction in Real-World Emergency Room Scenarios ACL 2024
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding WACV 2024
Quantifying Harm IJCAI 2023
Predictive Multiplicity in Probabilistic Classification AAAI 2023
Risks and NLP Design: A Case Study on Procedural Document QA ACL 2023
Privacy Aware Question-Answering System for Online Mental Health Risk Assessment ACL 2023
Regulation and NLP (RegNLP): Taming Large Language Models EMNLP 2023
The Statistical Scope of Multicalibration ICML 2023
Which Explanation Makes Sense? A Critical Evaluation of Local Explanations for Assessing Cervical Cancer Risk MLHC 2023
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews EMNLP 2023
Walking a Tightrope – Evaluating Large Language Models in High-Risk Domains EMNLP 2023
Coarse race data conceals disparities in clinical risk score performance MLHC 2023
RADIUS: Risk-Aware, Real-Time, Reachability-Based Motion Planning RSS 2023