conftrace_

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

DialogGuard: Multi-Agent Psychosocial Safety Evaluation Interface of Sensitive LLM Responses ACL 2026
BRI-MH: Behavioral Risk Index for Mental Health — An Interpretable Multimodal LLM-Augmented Framework (Student Abstract) AAAI 2026
Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment AAAI 2026
MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile Device Control AAAI 2026
WALKSAFE: Risk-aware Graph Random Walk with Bi-GRPO for LLM Safety AAAI 2026
HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation AAAI 2026
SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning ACL 2026
Resilience Inference for Supply Chains with Hypergraph Neural Network AAAI 2026
ConstructAI: From Real-Time Safety Insight to Skill Growth in Deployed Construction AI Systems AAAI 2026
How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages EACL 2026
PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification AAAI 2025
Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models ACL 2025
Statistical Methodologies for Decision-Making and Uncertainty Reduction in Machine Learning AAAI 2025
Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025
AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails NAACL 2025
SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs EMNLP 2025
AutoCVSS: Assessing the Performance of LLMs for Automated Software Vulnerability Scoring EMNLP 2025
Revisiting Early Detection of Sexual Predators via Turn-level Optimization NAACL 2025
Usage Governance Advisor: From Intent to AI Governance AAAI 2025
Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts EMNLP 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025
EmoAgent: Assessing and Safeguarding Human-AI Interaction for Mental Health Safety EMNLP 2025
SECQUE: A Benchmark for Evaluating Real-World Financial Analysis Capabilities ACL 2025
RealSafe: Quantifying Safety Risks of Language Agents in Real-World COLING 2025
LongSafety: Evaluating Long-Context Safety of Large Language Models ACL 2025